Paper Citation Record · LEDGER

Think before You Simulate: Symbolic Reasoning to Orchestrate Neural Computation for Counterfactual Question Answering

As of 11 August 2026, this Paper Citation Record lists 32 of 32 outbound references and 0 inbound Pith citation observations for arXiv:2506.10753.

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

pith.paper-citation-record.v1
2506.10753 v1

Coverage vector

measured 32 of 32 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T04:27:07.131303Z

measured 32 of 32 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-11T06:34:44.6726+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

32 of 32 outbound references displayed

verified exact0
verified fuzzy28
unresolved4
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation afcc24cd-b784-4cde-9fb8-1c17a6d7eec8 · outbound

This paper cites Visual commonsense for scene understanding using perception, semantic parsing and reasoning.

Think before You Simulate: Symbolic Reasoning to Orchestrate Neural Computation for Counterfactual Question Answering Visual commonsense for scene understanding using perception, semantic parsing and reasoning

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:27:11.573656Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 315321b6-4dfc-4da5-9932-7bc92770a270 · outbound

This paper cites CRAFT: A Benchmark for Causal Reasoning About Forces and inTeractions.

Think before You Simulate: Symbolic Reasoning to Orchestrate Neural Computation for Counterfactual Question Answering CRAFT: A Benchmark for Causal Reasoning About Forces and inTeractions

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-07T04:27:04.862595Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4aff83a9-b920-446e-8473-85b12251dbc4 · outbound

This paper cites Cophy: Counterfactual learning of phys- ical dynamics.

Think before You Simulate: Symbolic Reasoning to Orchestrate Neural Computation for Counterfactual Question Answering Cophy: Counterfactual learning of phys- ical dynamics

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:27:11.285819Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 6411f93a-ebde-45b7-ac78-d92eed3d1f9d · outbound

This paper cites Answer set programming at a glance.

Think before You Simulate: Symbolic Reasoning to Orchestrate Neural Computation for Counterfactual Question Answering Answer set programming at a glance

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:27:11.123281Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation eca41cf1-f5f3-40b9-831f-d04ffe486ab8 · outbound

This paper cites Lan- guage models are few-shot learners.

Think before You Simulate: Symbolic Reasoning to Orchestrate Neural Computation for Counterfactual Question Answering Lan- guage models are few-shot learners

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-07T04:27:05.085729Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6bc1560f-0126-4dd4-9c77-16cdbcdf6385 · outbound

This paper cites Ground- ing physical concepts of objects and events through dynamic visual reasoning.

Think before You Simulate: Symbolic Reasoning to Orchestrate Neural Computation for Counterfactual Question Answering Ground- ing physical concepts of objects and events through dynamic visual reasoning

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:27:10.933962Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation d0eface3-bace-41cc-a8cb-811cab539dee · outbound

This paper cites Tenenbaum, and Chuang Gan.

Think before You Simulate: Symbolic Reasoning to Orchestrate Neural Computation for Counterfactual Question Answering Tenenbaum, and Chuang Gan

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:27:10.768080Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 58bd6917-e684-4680-a05d-d80f5bb6c0bb · outbound

This paper cites Attention over learned object embed- dings enables complex visual reasoning.

Think before You Simulate: Symbolic Reasoning to Orchestrate Neural Computation for Counterfactual Question Answering Attention over learned object embed- dings enables complex visual reasoning

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:27:10.551392Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 4c005e7f-b89e-4b50-a808-2731fbf989fc · outbound

This paper cites Dynamic visual reasoning by learning differentiable physics models from video and lan- guage.

Think before You Simulate: Symbolic Reasoning to Orchestrate Neural Computation for Counterfactual Question Answering Dynamic visual reasoning by learning differentiable physics models from video and lan- guage

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:27:10.320083Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation c05180fb-1da1-4eb5-8ae1-bf403dfdea0c · outbound

This paper cites The stable model semantics for logic programming.

Think before You Simulate: Symbolic Reasoning to Orchestrate Neural Computation for Counterfactual Question Answering The stable model semantics for logic programming

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:27:10.022312Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation e8945cc6-794a-461f-812f-1733a8ad8c1d · outbound

This paper cites Seeing out of the box: End-to- end pre-training for vision-language representation learning.

Think before You Simulate: Symbolic Reasoning to Orchestrate Neural Computation for Counterfactual Question Answering Seeing out of the box: End-to- end pre-training for vision-language representation learning

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:27:09.832626Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 44d65507-5640-49a6-8f64-f36bd540aa17 · outbound

This paper cites Compositional Attention Networks for Machine Reasoning.

Think before You Simulate: Symbolic Reasoning to Orchestrate Neural Computation for Counterfactual Question Answering Compositional Attention Networks for Machine Reasoning

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T04:27:05.629580Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 59a6ccf2-dc10-4785-9ebe-0f5b7a1683b2 · outbound

This paper cites Inferring and executing programs for visual reasoning.

Think before You Simulate: Symbolic Reasoning to Orchestrate Neural Computation for Counterfactual Question Answering Inferring and executing programs for visual reasoning

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:27:09.626879Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 2417e557-c7ad-474c-a57e-87e60f36acb9 · outbound

This paper cites Visual reasoning on complex events in soccer videos using answer set programming.

Think before You Simulate: Symbolic Reasoning to Orchestrate Neural Computation for Counterfactual Question Answering Visual reasoning on complex events in soccer videos using answer set programming

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:27:09.546649Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 44158e7d-75a8-4cec-8e40-4ef6ce4ed936 · outbound

This paper cites What is answer set programming? In Proceedings of the AAAI Conference on Artificial Intelli- gence, pages 1594–1597.

Think before You Simulate: Symbolic Reasoning to Orchestrate Neural Computation for Counterfactual Question Answering What is answer set programming? In Proceedings of the AAAI Conference on Artificial Intelli- gence, pages 1594–1597

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:27:09.393756Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 46b875d5-679c-462b-a13d-cebd71e64cf5 · outbound

This paper cites Answer set programming.

Think before You Simulate: Symbolic Reasoning to Orchestrate Neural Computation for Counterfactual Question Answering Answer set programming

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:27:09.250800Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation b2d1783c-d25f-4c2f-bb04-ba396adfc12f · outbound

This paper cites Deepproblog: Neu- ral probabilistic logic programming.

Think before You Simulate: Symbolic Reasoning to Orchestrate Neural Computation for Counterfactual Question Answering Deepproblog: Neu- ral probabilistic logic programming

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:27:09.078237Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation ad7da4b5-ec9a-48ca-b187-09dd0e45348c · outbound

This paper cites Tenenbaum, and Jiajun Wu.

Think before You Simulate: Symbolic Reasoning to Orchestrate Neural Computation for Counterfactual Question Answering Tenenbaum, and Jiajun Wu

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:27:08.913574Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation f94d756e-7bce-4cec-8a8f-f5d2d6b7bf8d · outbound

This paper cites Transparency by design: Closing the gap be- tween performance and interpretability in visual reasoning.

Think before You Simulate: Symbolic Reasoning to Orchestrate Neural Computation for Counterfactual Question Answering Transparency by design: Closing the gap be- tween performance and interpretability in visual reasoning

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:27:08.799471Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 8da5dbd5-21b7-4223-b456-ffabd204ee4a · outbound

This paper cites Adavit: Adaptive vision transformers for efficient image recognition.

Think before You Simulate: Symbolic Reasoning to Orchestrate Neural Computation for Counterfactual Question Answering Adavit: Adaptive vision transformers for efficient image recognition

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:27:08.682075Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 564b1c9f-6791-4c32-9eac-9bc311da28a2 · outbound

This paper cites Gpt-4 technical report, 2023.

Think before You Simulate: Symbolic Reasoning to Orchestrate Neural Computation for Counterfactual Question Answering Gpt-4 technical report, 2023

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:27:08.555932Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation cea57972-7581-414a-b91c-ac979864587c · outbound

This paper cites Clevr hyp: A challenge dataset and baselines for visual question answering with hypothetical actions over images.

Think before You Simulate: Symbolic Reasoning to Orchestrate Neural Computation for Counterfactual Question Answering Clevr hyp: A challenge dataset and baselines for visual question answering with hypothetical actions over images

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:27:08.445076Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 2772e90d-a4bb-4064-b6d0-3635e5098e9e · outbound

This paper cites HySTER: A Hybrid Spatio-Temporal Event Reasoner.

Think before You Simulate: Symbolic Reasoning to Orchestrate Neural Computation for Counterfactual Question Answering HySTER: A Hybrid Spatio-Temporal Event Reasoner

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-07T04:27:06.468100Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 92149be9-d3da-4cdd-bb7c-d888d27da371 · outbound

This paper cites Learning from simulated and unsupervised images through adversarial training.

Think before You Simulate: Symbolic Reasoning to Orchestrate Neural Computation for Counterfactual Question Answering Learning from simulated and unsupervised images through adversarial training

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:27:08.328537Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 0a6f85cf-6930-4a69-b327-38b21a4616ce · outbound

This paper cites Learning from noisy labels with deep neural networks: A survey.

Think before You Simulate: Symbolic Reasoning to Orchestrate Neural Computation for Counterfactual Question Answering Learning from noisy labels with deep neural networks: A survey

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:27:08.223190Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation aa455251-fa14-4b54-b52c-357001ffcb66 · outbound

This paper cites Out of sight but not out of mind: An answer set programming based online abduction framework for visual sensemaking in autonomous driving.

Think before You Simulate: Symbolic Reasoning to Orchestrate Neural Computation for Counterfactual Question Answering Out of sight but not out of mind: An answer set programming based online abduction framework for visual sensemaking in autonomous driving

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:27:08.088845Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation f95b2a42-474d-4089-a025-211115236e60 · outbound

This paper cites Visual explanation by high-level abduction: On answer-set programming driven reasoning about moving ob- jects.

Think before You Simulate: Symbolic Reasoning to Orchestrate Neural Computation for Counterfactual Question Answering Visual explanation by high-level abduction: On answer-set programming driven reasoning about moving ob- jects

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:27:07.988237Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 0f366961-5860-448f-a462-bf3fecd95fb5 · outbound

This paper cites Object dynamics distillation for scene decomposition and representation.

Think before You Simulate: Symbolic Reasoning to Orchestrate Neural Computation for Counterfactual Question Answering Object dynamics distillation for scene decomposition and representation

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:27:07.877718Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 36eff439-6e8c-4bee-9ea0-8da51a6808db · outbound

This paper cites Mind games: Game engines as an ar- chitecture for intuitive physics.

Think before You Simulate: Symbolic Reasoning to Orchestrate Neural Computation for Counterfactual Question Answering Mind games: Game engines as an ar- chitecture for intuitive physics

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:27:07.765409Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 76c65d23-0306-4476-b9f2-f7fb0f2ac369 · outbound

This paper cites An- swering visual what-if questions: From actions to predicted scene descriptions.

Think before You Simulate: Symbolic Reasoning to Orchestrate Neural Computation for Counterfactual Question Answering An- swering visual what-if questions: From actions to predicted scene descriptions

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:27:07.633970Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation a1d5aaeb-ed11-4623-8392-59f865b26b2c · outbound

This paper cites NeurASP: Em- bracing neural networks into answer set programming.

Think before You Simulate: Symbolic Reasoning to Orchestrate Neural Computation for Counterfactual Question Answering NeurASP: Em- bracing neural networks into answer set programming

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:27:07.498055Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation d1edb15b-064e-4739-8ebc-18cafab62bb4 · outbound

This paper cites Think before You Simu- late: Symbolic Reasoning to Orchestrate Neural Computation for Counterfactual Question Answering.

Think before You Simulate: Symbolic Reasoning to Orchestrate Neural Computation for Counterfactual Question Answering Think before You Simu- late: Symbolic Reasoning to Orchestrate Neural Computation for Counterfactual Question Answering

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:27:07.317406Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Pith citing papers

No inbound Pith citation observations are available.