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Paper Citation Record · LEDGER

Causal Cartographer: From Mapping to Reasoning Over Counterfactual Worlds

As of 8 August 2026, this Paper Citation Record lists 66 of 66 outbound references and 0 inbound Pith citation observations for arXiv:2505.14396.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2505.14396 v1

Coverage vector

measured 66 of 66 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T15:44:35.614796Z

measured 66 of 66 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

66 of 66 outbound references displayed

  • verified exact1
  • verified fuzzy31
  • unresolved32
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation b18be231-b1fb-4109-8bd3-ea11bf82c9d3 · outbound

This paper cites Correa, Duligur Ibeling, and Thomas Icard.

Causal Cartographer: From Mapping to Reasoning Over Counterfactual Worlds Correa, Duligur Ibeling, and Thomas Icard

Reference 1

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unresolved
no resolver link, observed 2026-08-07T15:44:27.534907Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:44:27.534907Z digest=sha256:3945f16ac11ddd2becdba5330a76329894169ab6efcfaf5b19c8b9b60f6899fc

Observation 52ffb528-f2ea-463e-a7ff-ae44cd044028 · outbound

This paper cites a is b" fail to learn.

Causal Cartographer: From Mapping to Reasoning Over Counterfactual Worlds a is b" fail to learn

Reference 2

Resolution
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no resolver link, observed 2026-08-07T15:44:27.704771Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:44:27.704771Z digest=sha256:74f1ca0ee26f4eaffe1bbdd466c4d73e9852dd0689cd30a28e45cc4f5859fe75

Observation 6776540f-1dc3-48a3-8b72-6604d3cfc38b · outbound

This paper cites Fast unfolding of communities in large networks.Journal of statistical mechanics: theory and experiment, 2008(10):P10008, 2008.

Causal Cartographer: From Mapping to Reasoning Over Counterfactual Worlds Fast unfolding of communities in large networks.Journal of statistical mechanics: theory and experiment, 2008(10):P10008, 2008

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:44:49.041435Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:44:27.844749Z digest=sha256:f3a9e7f3c95934bf330b269cc0ed58bec3f0052c5abd7715a8b28e085d2e5534

Observation 3cf3654e-9da3-44db-b647-96bc0a2ffc5f · outbound

This paper cites Agentic Deep Graph Reasoning Yields Self-Organizing Knowledge Networks.

Causal Cartographer: From Mapping to Reasoning Over Counterfactual Worlds Agentic Deep Graph Reasoning Yields Self-Organizing Knowledge Networks

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-07T15:44:27.994839Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:44:27.994839Z digest=sha256:d0dd9fb1920378790fff77c54b2acb7458a5c99e765439965513001f4789adce

Observation 94ff399f-1784-4cda-84ec-15febacc3cf5 · outbound

This paper cites an unresolved cited work.

Causal Cartographer: From Mapping to Reasoning Over Counterfactual Worlds Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:44:48.788270Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:44:28.094751Z digest=sha256:7222e9daaad604eaaabb722a5d6914495b10730aff3431501ce7c09331aab126

Observation 245d7a93-a0d1-42b6-9e5c-dc2c856dc273 · outbound

This paper cites BERT: pre-training of deep bidirectional transformers for language understanding.

Causal Cartographer: From Mapping to Reasoning Over Counterfactual Worlds BERT: pre-training of deep bidirectional transformers for language understanding

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:44:48.516997Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:44:28.248526Z digest=sha256:25f761ab8b14bdc47cbe05672ded888f97e0bcc011b51198054b5ac2e9007405

Observation 697227c4-f52f-4779-8c30-ec4a4b404e49 · outbound

This paper cites From Local to Global: A Graph RAG Approach to Query-Focused Summarization.

Causal Cartographer: From Mapping to Reasoning Over Counterfactual Worlds From Local to Global: A Graph RAG Approach to Query-Focused Summarization

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-07T15:44:28.542141Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:44:28.542141Z digest=sha256:863c12179b997f5664575cc4f660a676895e2839cb534cd426b910f333fbb75a

Observation 0df9c97b-2e38-4537-b653-8a76c04c5b00 · outbound

This paper cites A Survey of Methods, Challenges and Perspectives in Causality.

Causal Cartographer: From Mapping to Reasoning Over Counterfactual Worlds A Survey of Methods, Challenges and Perspectives in Causality

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-07T15:44:28.664745Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:44:28.664745Z digest=sha256:03a18f2974efbc89552d95a444b494537bb2ce6e610942ef616191115b9e367b

Observation a19e1bdb-1cfe-41f0-8131-fed554d8dd0b · outbound

This paper cites Large language models are not strong abstract reasoners.

Causal Cartographer: From Mapping to Reasoning Over Counterfactual Worlds Large language models are not strong abstract reasoners

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:44:48.345956Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:44:28.744749Z digest=sha256:956b9b7f3e3360bb447fd331c6cc77e9ae5dbf85d7d615723ff137d8a6af3120

Observation b60e05aa-a4b5-4c35-bb5f-eb71c88a718c · outbound

This paper cites Witbrock, and Gillian Dobbie.

Causal Cartographer: From Mapping to Reasoning Over Counterfactual Worlds Witbrock, and Gillian Dobbie

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:44:48.166132Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:44:28.844744Z digest=sha256:4c6e30ef5933a60e7233912f6752d57cf8d5035bfe0cbcd946f5ac08e69e23d0

Observation 81922fab-9ac3-413f-9f22-d21b69a13a5b · outbound

This paper cites Counterfactual Causal Inference in Natural Language with Large Language Models.

Causal Cartographer: From Mapping to Reasoning Over Counterfactual Worlds Counterfactual Causal Inference in Natural Language with Large Language Models

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-07T15:44:28.956317Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:44:28.956317Z digest=sha256:1e64f13421e79cc453abfb26ce2c9b4c39f3e8abeae857b4615590299d9a91e9

Observation 923c2236-b913-45d5-bbfa-02afa2743766 · outbound

This paper cites Inductive Biases for Deep Learning of Higher-Level Cognition.

Causal Cartographer: From Mapping to Reasoning Over Counterfactual Worlds Inductive Biases for Deep Learning of Higher-Level Cognition

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-07T15:44:29.035190Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:44:29.035190Z digest=sha256:1b3c815f5b561a7b5087b66423529a3e33a2f1d46fcdb38b00531fe6349491eb

Observation 2ac676de-fbec-4f01-8532-3ecb7b87825d · outbound

This paper cites Causenet: Towards a causality graph extracted from the web.

Causal Cartographer: From Mapping to Reasoning Over Counterfactual Worlds Causenet: Towards a causality graph extracted from the web

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-07T15:44:29.110898Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:44:29.110898Z digest=sha256:83a571bd4d36d6cb76c2c6027a26fd6601f7a3f2250d41d00735cc9999c9688a

Observation 7d7d0ef9-3ea0-4bde-8e7f-26eb9c10f2ac · outbound

This paper cites Statistics and causal inference.Journal of the American statistical Association, 81(396):945–960, 1986.

Causal Cartographer: From Mapping to Reasoning Over Counterfactual Worlds Statistics and causal inference.Journal of the American statistical Association, 81(396):945–960, 1986

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-07T15:44:29.241278Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:44:29.241278Z digest=sha256:2eefb77fd9913e7eeef26e2508015a51626b5a21e2d97ba456a33de10d6b97cf

Observation 0611756a-01b1-4e33-a9c0-8de95e99e559 · outbound

This paper cites Oil price, green innovation and institutional pressure: A china’s perspective.Resources Policy, 78:102788, 2022.

Causal Cartographer: From Mapping to Reasoning Over Counterfactual Worlds Oil price, green innovation and institutional pressure: A china’s perspective.Resources Policy, 78:102788, 2022

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:44:47.945179Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:44:29.354751Z digest=sha256:e0b770053d8f382b965fe6cfb6bc0c4205f846c2236459e433fa1a8fd65ef320

Observation 95c15d74-56c0-4027-937e-3eb1b63db5c6 · outbound

This paper cites Cladder: A benchmark to assess causal reasoning capabilities of language models.

Causal Cartographer: From Mapping to Reasoning Over Counterfactual Worlds Cladder: A benchmark to assess causal reasoning capabilities of language models

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:44:47.728240Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:44:29.464767Z digest=sha256:2b8cd68506dee732b3377c8e1c18b208b03207c6d44dff006e79639a616eedb7

Observation cd69aa7d-7746-4a67-903f-0a9895a133d3 · outbound

This paper cites Diab, and Bernhard Schölkopf.

Causal Cartographer: From Mapping to Reasoning Over Counterfactual Worlds Diab, and Bernhard Schölkopf

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:44:47.424739Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:44:29.552631Z digest=sha256:0e6b10465f13e3defe0a8366130107c9cf39b9dcc83ac92a10fc0be26d1541e7

Observation 7f3b5cfd-e178-4e59-a92a-0e497f60f747 · outbound

This paper cites Efficient Causal Graph Discovery Using Large Language Models.

Causal Cartographer: From Mapping to Reasoning Over Counterfactual Worlds Efficient Causal Graph Discovery Using Large Language Models

Reference 18

Resolution
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no resolver link, observed 2026-08-07T15:44:29.663250Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:44:29.663250Z digest=sha256:19bff4d77e986cff863cc82e9c9d2b902f97d47e3a3422401c551e35883c6af9

Observation 7bb62d46-74ef-4ea6-a036-79941bf4107d · outbound

This paper cites Llms are prone to fallacies in causal inference.

Causal Cartographer: From Mapping to Reasoning Over Counterfactual Worlds Llms are prone to fallacies in causal inference

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:44:47.166910Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:44:29.774768Z digest=sha256:42a4cde5a9311a7a3dc2cbaa184e0335508ddc183c7e5f033d9eec00122dbe8f

Observation 7ff60d01-c3a5-4853-a259-69b230e83f77 · outbound

This paper cites Ramnani, Mayuresh Anand, Shubhashis Sengupta, and Andrew E.

Causal Cartographer: From Mapping to Reasoning Over Counterfactual Worlds Ramnani, Mayuresh Anand, Shubhashis Sengupta, and Andrew E

Reference 20

Resolution
verified exact
doi, observed 2026-08-07T15:44:36.134745Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:44:30.015228Z digest=sha256:6dafa7fe72022eaf07c4de7cd3ca118e36d7288e5c1074338b7e7ec1ca8a6c9e

Observation fb48d9f2-7d35-4171-b3f9-167a60f47ff5 · outbound

This paper cites Event registry: learning about world events from news.

Causal Cartographer: From Mapping to Reasoning Over Counterfactual Worlds Event registry: learning about world events from news

Reference 21

Resolution
metadata mismatch
raw_fallback, observed 2026-08-07T15:44:37.465967Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:44:30.122634Z digest=sha256:62046374b60249fdb4cc8863c3a35caeec4ea23be07c0ea9b23c6ed3c03beb3f

Observation 32729be9-e1d9-4f34-b8a6-e64793da5d5d · outbound

This paper cites Retrieval-augmented generation for knowledge-intensive NLP tasks.

Causal Cartographer: From Mapping to Reasoning Over Counterfactual Worlds Retrieval-augmented generation for knowledge-intensive NLP tasks

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:44:46.645886Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:44:30.244963Z digest=sha256:7ad6c7a3b443f9ffd0c548a4243e6e858d89b1ea6b867d4cc8d335f0a77c8f95

Observation a29aa260-e9e3-431d-9e23-f4afa0c19792 · outbound

This paper cites DALK: dynamic co-augmentation of llms and KG to answer alzheimer’s disease questions with scientific literature.

Causal Cartographer: From Mapping to Reasoning Over Counterfactual Worlds DALK: dynamic co-augmentation of llms and KG to answer alzheimer’s disease questions with scientific literature

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:44:46.334017Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:44:30.352959Z digest=sha256:6da399173d487e65d8b81d7841d504e257a7256f157cac7e8454eaa3c1299a53

Observation 5a9aaf98-6a8b-48c3-97bc-6300bded56aa · outbound

This paper cites Causal transportability for visual recognition.

Causal Cartographer: From Mapping to Reasoning Over Counterfactual Worlds Causal transportability for visual recognition

Reference 24

Resolution
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no resolver link, observed 2026-08-07T15:44:30.433547Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:44:30.433547Z digest=sha256:bf003e8b308229f9af08d90f1172e62523b1264c948b9a850af2ad260e309804

Observation 17369978-582f-4b86-97cf-7b3c45a4185e · outbound

This paper cites Introducing llama 3.1: Our most capable models to date, 2024.

Causal Cartographer: From Mapping to Reasoning Over Counterfactual Worlds Introducing llama 3.1: Our most capable models to date, 2024

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:44:46.014945Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:44:30.574927Z digest=sha256:ffde6117d627be97ec0bbc561ea96aeedda7ca7f7447ee642ffbd0c762d9a856

Observation 9a093a86-9c8f-437f-9c4c-6f778facfbff · outbound

This paper cites GSM-Symbolic: Understanding the Limitations of Mathematical Reasoning in Large Language Models.

Causal Cartographer: From Mapping to Reasoning Over Counterfactual Worlds GSM-Symbolic: Understanding the Limitations of Mathematical Reasoning in Large Language Models

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-07T15:44:30.656510Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:44:30.656510Z digest=sha256:51f3b3e11b6c20ce36b0c688ec7713014dec0ddd435b457c5d7e5d973cdf29c2

Observation 98cdbe81-49c1-41b9-adcb-4d57bfb35ce9 · outbound

This paper cites Text and Code Embeddings by Contrastive Pre-Training.

Causal Cartographer: From Mapping to Reasoning Over Counterfactual Worlds Text and Code Embeddings by Contrastive Pre-Training

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-07T15:44:30.765276Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:44:30.765276Z digest=sha256:6e8abe6f163f85474621b81fe786be9ea70509ec285168bd9d575a8bf637d0cf

Observation 0e250288-9734-4046-99cb-6d83d9e95a52 · outbound

This paper cites Openai o3-mini, 2025.

Causal Cartographer: From Mapping to Reasoning Over Counterfactual Worlds Openai o3-mini, 2025

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:44:45.597522Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:44:30.858002Z digest=sha256:6a39bc64732a0b35f6bbeb0c4717d76343e626a74827f235ff6d160381c9a844

Observation d775ddec-0560-4560-854d-71a3aab88a8d · outbound

This paper cites Introducing gpt-4.1 in the api - openai, 2025.

Causal Cartographer: From Mapping to Reasoning Over Counterfactual Worlds Introducing gpt-4.1 in the api - openai, 2025

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:44:45.245893Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:44:31.004945Z digest=sha256:81fa4631947f7190d507725e69152b4cd5edbce0b0a6e8a7d56162547b8c0087

Observation aefb0e0b-0d83-46f8-bcf0-500d7f961301 · outbound

This paper cites Bleu: a method for automatic evaluation of machine translation.

Causal Cartographer: From Mapping to Reasoning Over Counterfactual Worlds Bleu: a method for automatic evaluation of machine translation

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:44:44.965387Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:44:31.095332Z digest=sha256:29f5fe44f5a08ff2538a56526ba640a051dff3be85adbdbb566794f737ce0a3f

Observation c819e96b-ccbd-452f-a1ed-173511074c4f · outbound

This paper cites Cambridge university press, 2009.

Causal Cartographer: From Mapping to Reasoning Over Counterfactual Worlds Cambridge university press, 2009

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-07T15:44:31.354757Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:44:31.354757Z digest=sha256:546648f08b53a10cd76faae1c5345c1b80ddb013d9524616a56745473abfcbb3

Observation 5b5c2042-5473-485f-8ff1-b90e29bedf63 · outbound

This paper cites The do-calculus revisited.

Causal Cartographer: From Mapping to Reasoning Over Counterfactual Worlds The do-calculus revisited

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:44:44.630137Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:44:31.447017Z digest=sha256:fed90ca79cd0dacfaa47346b662ac8a0296006558f854696562f213f5c042b64

Observation 2a769d34-f66d-4410-b66f-712542146805 · outbound

This paper cites The deductive approach to causal inference.Journal of Causal Inference, 2(2): 115–129, 2014.

Causal Cartographer: From Mapping to Reasoning Over Counterfactual Worlds The deductive approach to causal inference.Journal of Causal Inference, 2(2): 115–129, 2014

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:44:44.161511Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:44:31.680456Z digest=sha256:1bd6b8b16a8cc8baee667be0b18882eeff1c95ec07b4bd0a85a6a2c6ea88a252

Observation 6ae6e09a-4147-4baa-9399-6823ddd81b2b · outbound

This paper cites Elsevier, 2014.

Causal Cartographer: From Mapping to Reasoning Over Counterfactual Worlds Elsevier, 2014

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:44:43.912182Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:44:31.812535Z digest=sha256:532b8e8dd597345a32d92c576d636061ac1fc7908a651fbbc2e30b4cd7015bec

Observation d28dd72d-acfa-41e5-8380-7be5842cf181 · outbound

This paper cites Graph Retrieval-Augmented Generation: A Survey.

Causal Cartographer: From Mapping to Reasoning Over Counterfactual Worlds Graph Retrieval-Augmented Generation: A Survey

Reference 35

Resolution
unresolved
no resolver link, observed 2026-08-07T15:44:32.004059Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:44:32.004059Z digest=sha256:a470ee2ed1f012128948b609fdbd8588ec37891dfd7b254adb7c633733a6f1ed

Observation a6a44ce6-44c3-4909-98a3-8f7936e654ee · outbound

This paper cites Robust agents learn causal world models.

Causal Cartographer: From Mapping to Reasoning Over Counterfactual Worlds Robust agents learn causal world models

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:44:43.734958Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:44:32.193632Z digest=sha256:97ef97dc7dcb3c6f173b4479017822bccf4482280ef6533c7341e1be2b1df99d

Observation f025bb10-6e29-4806-8875-d3a1604371e9 · outbound

This paper cites Silhouettes: a graphical aid to the interpretation and validation of cluster analysis.Journal of computational and applied mathematics, 20:53–65, 1987.

Causal Cartographer: From Mapping to Reasoning Over Counterfactual Worlds Silhouettes: a graphical aid to the interpretation and validation of cluster analysis.Journal of computational and applied mathematics, 20:53–65, 1987

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:44:43.294733Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:44:32.314772Z digest=sha256:4fdfe7cf8b67d47897c3535d7d7e365c0f718c8cf4eb686d36091e00b7d7da9e

Observation 6d1cffa8-95f0-47c2-8dc4-05087efb70f4 · outbound

This paper cites Building a causality graph for strategic foresight.

Causal Cartographer: From Mapping to Reasoning Over Counterfactual Worlds Building a causality graph for strategic foresight

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:44:42.954742Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:44:32.473263Z digest=sha256:1910d5aafc81ae1aaa29adcbe1999d4001ae09b1a0f716da732e77f456bb0d32

Observation a1142570-9823-435d-ad0a-640f47a1b3d7 · outbound

This paper cites Estimating causal effects of treatments in randomized and nonrandomized studies.Journal of educational Psychology, 66(5):688, 1974.

Causal Cartographer: From Mapping to Reasoning Over Counterfactual Worlds Estimating causal effects of treatments in randomized and nonrandomized studies.Journal of educational Psychology, 66(5):688, 1974

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-07T15:44:32.602250Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:44:32.602250Z digest=sha256:2571bcd80426bd7d12232b73b7cb129848e4e69a6157703b6d4070a56c2d0bed

Observation 4bdc8c9c-4a86-45ff-a63a-7b0288070ceb · outbound

This paper cites Graph Retrieval-Augmented Generation: A Survey.

Causal Cartographer: From Mapping to Reasoning Over Counterfactual Worlds Graph Retrieval-Augmented Generation: A Survey

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-07T15:44:32.114039Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:44:32.114039Z digest=sha256:e7d58bca331dbcac0247917887e08249ceb17574a6c3e45086189e8756f1eda9

Observation a91917bf-73a6-42da-8339-036eeca92347 · outbound

This paper cites sentence-transformers/all-mpnet-base-v2 · hugging face, 2024.

Causal Cartographer: From Mapping to Reasoning Over Counterfactual Worlds sentence-transformers/all-mpnet-base-v2 · hugging face, 2024

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:44:42.556965Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:44:32.869616Z digest=sha256:60ef77f64bcfd0788123907dc3f8bfa41a267f59b5edd4ae818eca3a3e1209f2

Observation bf71af1c-aaf9-45e6-bcb2-adb07ef8b5b9 · outbound

This paper cites URLhttps://openreview.net/forum?id=pOoKI3ouv1.

Causal Cartographer: From Mapping to Reasoning Over Counterfactual Worlds URLhttps://openreview.net/forum?id=pOoKI3ouv1

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:44:43.539893Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:44:32.225485Z digest=sha256:7bd7fd6be2d852d930ab078b3d23ccac0234733527f7711230cfb31656942b77

Observation 62a62912-6aff-44cf-8af7-7ac9036a1e7c · outbound

This paper cites Chi, Quoc V.

Causal Cartographer: From Mapping to Reasoning Over Counterfactual Worlds Chi, Quoc V

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:44:42.086509Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:44:33.224746Z digest=sha256:b30f0ffc4e803b6c843fe24b5608756c0325d7bb78553133fbba1853b467c9fe

Observation c70a3ff6-17cd-466b-890d-e2270a2bd735 · outbound

This paper cites Reasoning or reciting? exploring the capabilities and limitations of language models through counterfactual tasks.

Causal Cartographer: From Mapping to Reasoning Over Counterfactual Worlds Reasoning or reciting? exploring the capabilities and limitations of language models through counterfactual tasks

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-07T15:44:33.414750Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:44:33.414750Z digest=sha256:df92ae11879cc690a1c13cdff09f019bde3fd1372aa93fd70d71400159414bc7

Observation a04af8b0-e2e1-4f5b-bc49-ea6665354bdc · outbound

This paper cites The causal-neural con- nection: Expressiveness, learnability, and inference.

Causal Cartographer: From Mapping to Reasoning Over Counterfactual Worlds The causal-neural con- nection: Expressiveness, learnability, and inference

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:44:41.844754Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:44:33.604870Z digest=sha256:e717acde2481746d37d2060fc5542972327531fbd540f56ac07b559929c97e2c

Observation 27b9a6d3-299d-48df-9398-fba8396d4274 · outbound

This paper cites Toward causal representation learning.Proc.

Causal Cartographer: From Mapping to Reasoning Over Counterfactual Worlds Toward causal representation learning.Proc

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-07T15:44:32.744743Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:44:32.744743Z digest=sha256:41d3e3126a16887de1b85328dd88e5c730a6b798edf85068c868d579f17bf1c8

Observation 1b4c918d-1e89-4cb5-827d-c987dc3dc540 · outbound

This paper cites Narasimhan, and Yuan Cao.

Causal Cartographer: From Mapping to Reasoning Over Counterfactual Worlds Narasimhan, and Yuan Cao

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-07T15:44:33.825867Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:44:33.825867Z digest=sha256:9896ad7a5199fd4e9b79bae4c3ec78235e74be33c4df5fad75e3a89105ae898b

Observation 87fcd48d-9961-479e-8354-09d4e9a0428e · outbound

This paper cites Renewable energy, oil prices, and economic activity: A granger-causality in quantiles analysis.Energy Economics, 70:440–452, 2018.

Causal Cartographer: From Mapping to Reasoning Over Counterfactual Worlds Renewable energy, oil prices, and economic activity: A granger-causality in quantiles analysis.Energy Economics, 70:440–452, 2018

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:44:42.357451Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:44:33.054764Z digest=sha256:731beff252af42f1013341e3948917b2475f157fa0beab91f08a4d95ddb525fe

Observation c784abff-dd93-4a22-8aa1-85b140d0efd2 · outbound

This paper cites A survey on extraction of causal rela- tions from natural language text.Knowl.

Causal Cartographer: From Mapping to Reasoning Over Counterfactual Worlds A survey on extraction of causal rela- tions from natural language text.Knowl

Reference 52

Resolution
unresolved
no resolver link, observed 2026-08-07T15:44:33.703733Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:44:33.703733Z digest=sha256:d7307079a404f5d7cd574cb9e3118106b4e175e59b44c132bc0e3131ad87795c

Observation e861bd83-c82b-4833-81bd-3df95a92ac80 · outbound

This paper cites Causal parrots: Large language models may talk causality but are not causal.Trans.

Causal Cartographer: From Mapping to Reasoning Over Counterfactual Worlds Causal parrots: Large language models may talk causality but are not causal.Trans

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:44:41.434744Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:44:34.124764Z digest=sha256:43961e401f7f3607d292662147f19b5531f7a045f074a109adf8ad374665450a

Observation a193d9ea-0197-4899-a6be-cc51af90ea04 · outbound

This paper cites name": <string>, # The name of the variable.

Causal Cartographer: From Mapping to Reasoning Over Counterfactual Worlds name": <string>, # The name of the variable

Reference 56

Resolution
malformed identifier
raw_fallback, observed 2026-08-07T15:44:41.163136Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:44:34.191428Z digest=sha256:7c30818bf6e93c5d7d1a6797e6ac689f32edf77f042e574df35538e3fe269fd8

Observation 75a7726a-7796-41d1-87fa-4624d4a53b6b · outbound

This paper cites Use the variables provided when possible or create new ones when no variable matches.

Causal Cartographer: From Mapping to Reasoning Over Counterfactual Worlds Use the variables provided when possible or create new ones when no variable matches

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:44:40.864744Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:44:34.338844Z digest=sha256:54c776c9b1bdfaab55fa246a123a2df13e0bcee45ab8719718eb037e53e66038

Observation a6c5cc1a-9550-4736-adfa-a93d9a9b8d0f · outbound

This paper cites an unresolved cited work.

Causal Cartographer: From Mapping to Reasoning Over Counterfactual Worlds Unresolved cited work

Reference 58

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:44:40.561885Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:44:34.531084Z digest=sha256:5863f5c1989ab8d93114ca066b5b280d448bed57f2981884da045d0ceafb8ffb

Observation 677c260d-9265-47b7-bafe-a3cf24486a16 · outbound

This paper cites Use the ‘{{ retrieval_tool_name}}‘ tool to assess if the variable is already in the database.

Causal Cartographer: From Mapping to Reasoning Over Counterfactual Worlds Use the ‘{{ retrieval_tool_name}}‘ tool to assess if the variable is already in the database

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:44:40.343764Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:44:34.734850Z digest=sha256:fa04e870c320b61f808d5d4492ea9431576e133dd9031c4bcbc9bcec150849ce

Observation af7c1dc0-f671-43a2-a324-117770f056b8 · outbound

This paper cites Do not create causal relationships that already exist in the causal graph.

Causal Cartographer: From Mapping to Reasoning Over Counterfactual Worlds Do not create causal relationships that already exist in the causal graph

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:44:40.069051Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:44:34.920505Z digest=sha256:1e5c15b9039264afd3e52488cf1d7b2c07bb7aae7765dc02cd1861b9ff4aac67

Observation b87c64b0-8bf4-403f-a7e2-535b5eadbb05 · outbound

This paper cites Each step should be a separate ’Thought:’, ’Code:’, and ’Observation:’ sequence.

Causal Cartographer: From Mapping to Reasoning Over Counterfactual Worlds Each step should be a separate ’Thought:’, ’Code:’, and ’Observation:’ sequence

Reference 61

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:44:39.804749Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:44:35.028520Z digest=sha256:a24380109aaf6c21218e5272aa38e4bf93b1ac263829a37bf10ab929996e6378

Observation 5979af07-6843-4721-81e7-581752686062 · outbound

This paper cites an unresolved cited work.

Causal Cartographer: From Mapping to Reasoning Over Counterfactual Worlds Unresolved cited work

Reference 62

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:44:39.555081Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:44:35.178911Z digest=sha256:ed266e784950399fc08412a0a6b8bc62e1999bc88c472d73b42b044ef82d0420

Observation 0c5e780b-7e18-489e-810c-3fef35ef65fc · outbound

This paper cites an unresolved cited work.

Causal Cartographer: From Mapping to Reasoning Over Counterfactual Worlds Unresolved cited work

Reference 63

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:44:39.331505Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:44:35.324748Z digest=sha256:d5a0a518d79ea1b94c3483382fc65fe09728c99fff66fe59e5b0c20f65a2e1c1

Observation 39032ff3-e741-43ce-976c-d791125fa9d5 · outbound

This paper cites an unresolved cited work.

Causal Cartographer: From Mapping to Reasoning Over Counterfactual Worlds Unresolved cited work

Reference 64

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:44:38.944858Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:44:35.439660Z digest=sha256:32570ab3f81458517bf28798bf865be3c1b89cb95e9ee27e12de7dcee004731a

Observation 90501a73-4004-42a4-87c9-d8d667538dfb · outbound

This paper cites an unresolved cited work.

Causal Cartographer: From Mapping to Reasoning Over Counterfactual Worlds Unresolved cited work

Reference 65

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:44:38.635406Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:44:35.514780Z digest=sha256:17d9a8095c02e9607ebe2f35b97599be60da24b5a01b5b9d69b6ab673b1fc39b

Observation f0cff66f-9163-45f2-b541-844fff3e8f77 · outbound

This paper cites Increased air pollution leads to higher respiratory issues.

Causal Cartographer: From Mapping to Reasoning Over Counterfactual Worlds Increased air pollution leads to higher respiratory issues

Reference 66

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:44:38.159185Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:44:35.614796Z digest=sha256:99e98459ac6f9a094d2095b75235993c3883741f718faa3906ec4b3ccdec07fd

Observation 60582e00-c99e-4ef1-9b26-2316e6343c34 · outbound

This paper cites URLhttps://aclanthology.org/P02-1040/.

Causal Cartographer: From Mapping to Reasoning Over Counterfactual Worlds URLhttps://aclanthology.org/P02-1040/

Reference 2002

Resolution
unresolved
no resolver link, observed 2026-08-07T15:44:31.222364Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:44:31.222364Z digest=sha256:6d6a09e0595c5376b04b3ac848404e6dd1d4e68afa978e0cc7df9fc730b3e589

Observation f8f78aa3-c3e7-44d0-adcd-5f2a9d657757 · outbound

This paper cites an unresolved cited work.

Causal Cartographer: From Mapping to Reasoning Over Counterfactual Worlds Unresolved cited work

Reference 2012

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:44:44.396238Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:44:31.526963Z digest=sha256:6fa8326042426ee195bf66bf8a94007e5631b108c34ccc8a826e17da7ae3e73c

Observation 9eea7407-0bee-4098-86e2-8013a2fdf265 · outbound

This paper cites URLhttps://openreview.net/forum?id=WE_vluYUL-X.

Causal Cartographer: From Mapping to Reasoning Over Counterfactual Worlds URLhttps://openreview.net/forum?id=WE_vluYUL-X

Reference 2023

Resolution
unresolved
no resolver link, observed 2026-08-07T15:44:33.950945Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:44:33.950945Z digest=sha256:078038be11300ffde33f596c1ca1bf8b32ca5b770d7fb10db30a105d368d0c5f

Observation 048244ef-604f-4386-bda5-1efcaa415ba2 · outbound

This paper cites an unresolved cited work.

Causal Cartographer: From Mapping to Reasoning Over Counterfactual Worlds Unresolved cited work

Reference 2024

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:44:46.961720Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:44:29.895407Z digest=sha256:1373526e5c1b49d83d2d4b18eb47c508208b77d9cc4c77bdb9ddfc8024543471

Observation 350bac57-a03b-47cc-96da-d273192fce43 · outbound

This paper cites doi: 10.18653/V1/N19-1423.

Causal Cartographer: From Mapping to Reasoning Over Counterfactual Worlds doi: 10.18653/V1/N19-1423

Reference 4186

Resolution
unresolved
no resolver link, observed 2026-08-07T15:44:28.464979Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:44:28.464979Z digest=sha256:67230286e6b9a3552ad589ad768b6a41a0483f16ce11038a05b45852186e73fb

Pith citing papers

No inbound Pith citation observations are available.