Paper Citation Record · LEDGER

Let's Think Var-by-Var: Large Language Models Enable Ad Hoc Probabilistic Reasoning

As of 22 August 2026, this Paper Citation Record lists 64 of 64 outbound references and 1 inbound Pith citation observation for arXiv:2412.02081.

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

pith.paper-citation-record.v1
2412.02081 v1

Coverage vector

measured 64 of 64 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T23:54:15.937356Z

measured 65 of 65 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T16:50:50.286555Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-06T16:50:51.390281Z

Reference resolution

64 of 64 outbound references displayed

verified exact0
verified fuzzy19
unresolved44
parse uncertain1
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation f945565d-fa9a-43aa-9053-f6ca69b997b9 · outbound

This paper cites an unresolved cited work.

Let's Think Var-by-Var: Large Language Models Enable Ad Hoc Probabilistic Reasoning Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-11T23:54:16.616199Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 3afbad92-6e68-4588-9aae-2f98d4902936 · outbound

This paper cites an unresolved cited work.

Let's Think Var-by-Var: Large Language Models Enable Ad Hoc Probabilistic Reasoning Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-11T23:54:16.606036Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 9528b35b-b88d-4a97-984f-6dd2c25122d1 · outbound

This paper cites an unresolved cited work.

Let's Think Var-by-Var: Large Language Models Enable Ad Hoc Probabilistic Reasoning Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-11T23:54:16.595890Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation de981016-5d35-4a51-b3b8-b2a9aaa1a61f · outbound

This paper cites an unresolved cited work.

Let's Think Var-by-Var: Large Language Models Enable Ad Hoc Probabilistic Reasoning Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-11T23:54:16.586038Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation c8af4218-5812-494d-ae23-870cb0435275 · outbound

This paper cites ### Additional Variables:.

Let's Think Var-by-Var: Large Language Models Enable Ad Hoc Probabilistic Reasoning ### Additional Variables:

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:54:16.575925Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 490e4eb0-69bb-4a91-b5e2-51cef3d9bacf · outbound

This paper cites ### DOMAIN 15 Preprint.

Let's Think Var-by-Var: Large Language Models Enable Ad Hoc Probabilistic Reasoning ### DOMAIN 15 Preprint

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:54:16.496622Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 99bbbd8e-9624-438e-b7e8-4b58429fd2d8 · outbound

This paper cites an unresolved cited work.

Let's Think Var-by-Var: Large Language Models Enable Ad Hoc Probabilistic Reasoning Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-11T23:54:16.566163Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 7af721a2-f14b-4227-b737-9af33fe3c7b8 · outbound

This paper cites ### Deciding on the Outcomes Space To make the model more reusable and provide more robust estimations, I will include other categories for the rating.

Let's Think Var-by-Var: Large Language Models Enable Ad Hoc Probabilistic Reasoning ### Deciding on the Outcomes Space To make the model more reusable and provide more robust estimations, I will include other categories for the rating

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:54:16.556098Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 0a7a87bf-4b80-4bba-8091-57d9c038e60e · outbound

This paper cites an unresolved cited work.

Let's Think Var-by-Var: Large Language Models Enable Ad Hoc Probabilistic Reasoning Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-11T23:54:16.545590Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 470afd1b-1a71-4945-ad30-d9175339682a · outbound

This paper cites an unresolved cited work.

Let's Think Var-by-Var: Large Language Models Enable Ad Hoc Probabilistic Reasoning Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-11T23:54:16.535786Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 28f51d11-4ec4-456f-910d-f359d193269d · outbound

This paper cites an unresolved cited work.

Let's Think Var-by-Var: Large Language Models Enable Ad Hoc Probabilistic Reasoning Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-11T23:54:16.525919Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 422503b1-65d6-43ab-b624-7738683e4561 · outbound

This paper cites an unresolved cited work.

Let's Think Var-by-Var: Large Language Models Enable Ad Hoc Probabilistic Reasoning Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-11T23:54:16.516316Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 7266cc0b-70af-48e1-bfd8-235f1a64d631 · outbound

This paper cites an unresolved cited work.

Let's Think Var-by-Var: Large Language Models Enable Ad Hoc Probabilistic Reasoning Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-11T23:54:16.506686Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 2ebc9219-4932-4fd4-af14-e76655ce7d9b · outbound

This paper cites an unresolved cited work.

Let's Think Var-by-Var: Large Language Models Enable Ad Hoc Probabilistic Reasoning Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-11T23:54:16.487088Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 2c79e95a-6c73-40e9-85ee-6eb8404ee0f5 · outbound

This paper cites an unresolved cited work.

Let's Think Var-by-Var: Large Language Models Enable Ad Hoc Probabilistic Reasoning Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-11T23:54:16.477322Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation a4ba5312-0951-41cc-9f9c-f141ead9b401 · outbound

This paper cites an unresolved cited work.

Let's Think Var-by-Var: Large Language Models Enable Ad Hoc Probabilistic Reasoning Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-11T23:54:16.467492Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 201ae5e3-abd1-4040-ba1e-42162af7d9d2 · outbound

This paper cites an unresolved cited work.

Let's Think Var-by-Var: Large Language Models Enable Ad Hoc Probabilistic Reasoning Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-11T23:54:16.457861Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 982fc507-3f36-4d90-a9cd-1e79f41bad3d · outbound

This paper cites an unresolved cited work.

Let's Think Var-by-Var: Large Language Models Enable Ad Hoc Probabilistic Reasoning Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-11T23:54:16.448178Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation f9ac6246-3a9a-46ef-bef9-42b965fd0eae · outbound

This paper cites an unresolved cited work.

Let's Think Var-by-Var: Large Language Models Enable Ad Hoc Probabilistic Reasoning Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-11T23:54:16.438631Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 534ac74a-ac71-40a4-b60d-9f9c90f06c36 · outbound

This paper cites #### Additional Variables: 16 Preprint.

Let's Think Var-by-Var: Large Language Models Enable Ad Hoc Probabilistic Reasoning #### Additional Variables: 16 Preprint

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:54:16.387051Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation e1e4a89c-3c41-4f04-839c-f05574d3d31e · outbound

This paper cites Airbnb listings in Austin, TX in 2023 with a price between $201 and $500.

Let's Think Var-by-Var: Large Language Models Enable Ad Hoc Probabilistic Reasoning Airbnb listings in Austin, TX in 2023 with a price between $201 and $500

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:54:16.307132Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation d0882168-0d8f-4524-9784-dcd8c6da7035 · outbound

This paper cites an unresolved cited work.

Let's Think Var-by-Var: Large Language Models Enable Ad Hoc Probabilistic Reasoning Unresolved cited work

Reference 37

Resolution: unresolved; raw_fallback, observed 2026-08-11T23:54:16.267703Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 42c28fd5-64c5-4fec-bdb0-64599dff3854 · outbound

This paper cites Airbnb listings in Austin, TX in 2023 with a price between $201 and $500.

Let's Think Var-by-Var: Large Language Models Enable Ad Hoc Probabilistic Reasoning Airbnb listings in Austin, TX in 2023 with a price between $201 and $500

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:54:16.247198Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation fe7cdfec-9680-42b8-b166-6e670d565486 · outbound

This paper cites an unresolved cited work.

Let's Think Var-by-Var: Large Language Models Enable Ad Hoc Probabilistic Reasoning Unresolved cited work

Reference 40

Resolution: unresolved; raw_fallback, observed 2026-08-11T23:54:16.429164Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 2a3498cb-2a1a-4dce-9fb1-c302f55b5f72 · outbound

This paper cites an unresolved cited work.

Let's Think Var-by-Var: Large Language Models Enable Ad Hoc Probabilistic Reasoning Unresolved cited work

Reference 41

Resolution: unresolved; raw_fallback, observed 2026-08-11T23:54:16.419366Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 3fe7f54d-d77c-4ab5-85e8-0914750b232f · outbound

This paper cites an unresolved cited work.

Let's Think Var-by-Var: Large Language Models Enable Ad Hoc Probabilistic Reasoning Unresolved cited work

Reference 42

Resolution: unresolved; raw_fallback, observed 2026-08-11T23:54:16.409260Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation e19c5cd9-989b-4131-bc75-26b9fc228cc7 · outbound

This paper cites an unresolved cited work.

Let's Think Var-by-Var: Large Language Models Enable Ad Hoc Probabilistic Reasoning Unresolved cited work

Reference 43

Resolution: unresolved; raw_fallback, observed 2026-08-11T23:54:16.398200Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 8b83e8d5-0b9d-4374-9a09-41aa0ecd7475 · outbound

This paper cites #### Additional Variables:.

Let's Think Var-by-Var: Large Language Models Enable Ad Hoc Probabilistic Reasoning #### Additional Variables:

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:54:16.236942Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation ca126f3f-4519-4cde-97dd-ce9720bb97df · outbound

This paper cites an unresolved cited work.

Let's Think Var-by-Var: Large Language Models Enable Ad Hoc Probabilistic Reasoning Unresolved cited work

Reference 45

Resolution: unresolved; raw_fallback, observed 2026-08-11T23:54:16.376808Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 59763ed5-68e4-4c85-9a59-aff98871a7e5 · outbound

This paper cites ### Deciding on the Outcomes Space To make the model more reusable, I will include additional categories for the property type.

Let's Think Var-by-Var: Large Language Models Enable Ad Hoc Probabilistic Reasoning ### Deciding on the Outcomes Space To make the model more reusable, I will include additional categories for the property type

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:54:16.366845Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation eeba8f5a-5552-4715-8b1f-ce4946318d11 · outbound

This paper cites an unresolved cited work.

Let's Think Var-by-Var: Large Language Models Enable Ad Hoc Probabilistic Reasoning Unresolved cited work

Reference 47

Resolution: unresolved; raw_fallback, observed 2026-08-11T23:54:16.356790Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation a7464d51-6ee7-4a0f-aecc-f68ad664b6ff · outbound

This paper cites an unresolved cited work.

Let's Think Var-by-Var: Large Language Models Enable Ad Hoc Probabilistic Reasoning Unresolved cited work

Reference 48

Resolution: unresolved; raw_fallback, observed 2026-08-11T23:54:16.346897Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 14bd6bad-47af-415c-8ea7-febb6e67718f · outbound

This paper cites an unresolved cited work.

Let's Think Var-by-Var: Large Language Models Enable Ad Hoc Probabilistic Reasoning Unresolved cited work

Reference 49

Resolution: unresolved; raw_fallback, observed 2026-08-11T23:54:16.336497Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 6244dda2-f845-4ec1-85d3-ce4bb94737e2 · outbound

This paper cites an unresolved cited work.

Let's Think Var-by-Var: Large Language Models Enable Ad Hoc Probabilistic Reasoning Unresolved cited work

Reference 50

Resolution: unresolved; raw_fallback, observed 2026-08-11T23:54:16.326916Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 3a9699df-029e-4c2b-943a-0815a8a9bd34 · outbound

This paper cites an unresolved cited work.

Let's Think Var-by-Var: Large Language Models Enable Ad Hoc Probabilistic Reasoning Unresolved cited work

Reference 51

Resolution: unresolved; raw_fallback, observed 2026-08-11T23:54:16.317254Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation f487c3d1-cff1-4dd5-b624-789082f0d0fa · outbound

This paper cites Airbnb listings in Austin, TX in 2023 with a price between $201 and $500.

Let's Think Var-by-Var: Large Language Models Enable Ad Hoc Probabilistic Reasoning Airbnb listings in Austin, TX in 2023 with a price between $201 and $500

Reference 52

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:54:16.226755Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 297a933b-3cf3-4ed0-b15a-adc923650b16 · outbound

This paper cites an unresolved cited work.

Let's Think Var-by-Var: Large Language Models Enable Ad Hoc Probabilistic Reasoning Unresolved cited work

Reference 53

Resolution: unresolved; raw_fallback, observed 2026-08-11T23:54:16.297197Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation d7011565-0375-4a83-8db5-c05d8d463d8d · outbound

This paper cites an unresolved cited work.

Let's Think Var-by-Var: Large Language Models Enable Ad Hoc Probabilistic Reasoning Unresolved cited work

Reference 54

Resolution: unresolved; raw_fallback, observed 2026-08-11T23:54:16.287215Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation d7fb4f3a-9b0d-4e67-807d-1e264b3822c6 · outbound

This paper cites an unresolved cited work.

Let's Think Var-by-Var: Large Language Models Enable Ad Hoc Probabilistic Reasoning Unresolved cited work

Reference 55

Resolution: unresolved; raw_fallback, observed 2026-08-11T23:54:16.277463Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 3a4a675b-fbae-44a3-9f88-2ae1a86971e7 · outbound

This paper cites an unresolved cited work.

Let's Think Var-by-Var: Large Language Models Enable Ad Hoc Probabilistic Reasoning Unresolved cited work

Reference 56

Resolution: unresolved; raw_fallback, observed 2026-08-11T23:54:16.216454Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation f4e470ab-d96e-46dd-9dc9-0b39f8a97416 · outbound

This paper cites an unresolved cited work.

Let's Think Var-by-Var: Large Language Models Enable Ad Hoc Probabilistic Reasoning Unresolved cited work

Reference 57

Resolution: unresolved; raw_fallback, observed 2026-08-11T23:54:16.257707Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 78b820cf-504e-4086-ae7b-bf124ae161fc · outbound

This paper cites Airbnb listings in Austin, TX in 2023 with a price between $201 and $500.

Let's Think Var-by-Var: Large Language Models Enable Ad Hoc Probabilistic Reasoning Airbnb listings in Austin, TX in 2023 with a price between $201 and $500

Reference 58

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:54:16.206268Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation fa1f3e9b-3aa9-4feb-905a-67be6fc25f27 · outbound

This paper cites For instance, entire homes or apartments may be priced higher than shared or hotel rooms.

Let's Think Var-by-Var: Large Language Models Enable Ad Hoc Probabilistic Reasoning For instance, entire homes or apartments may be priced higher than shared or hotel rooms

Reference 60

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:54:16.185669Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation b0bfcdb5-b04f-4095-9ad0-a9f5883cbb68 · outbound

This paper cites - Answer: Yes, properties that accommodate more people may also be priced differently, often higher.

Let's Think Var-by-Var: Large Language Models Enable Ad Hoc Probabilistic Reasoning - Answer: Yes, properties that accommodate more people may also be priced differently, often higher

Reference 62

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:54:16.165002Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation e2a7388e-e8f6-4544-864d-7f9f04307545 · outbound

This paper cites an unresolved cited work.

Let's Think Var-by-Var: Large Language Models Enable Ad Hoc Probabilistic Reasoning Unresolved cited work

Reference 73

Resolution: unresolved; raw_fallback, observed 2026-08-11T23:54:16.051257Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation eb58abe0-13e4-415e-bb92-d674122d3d7c · outbound

This paper cites For example, an entire home or apartment typically accommodates more people than a shared or hotel room.

Let's Think Var-by-Var: Large Language Models Enable Ad Hoc Probabilistic Reasoning For example, an entire home or apartment typically accommodates more people than a shared or hotel room

Reference 74

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:54:16.195845Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 2aae84b6-ea00-45ce-8cb0-a966c8c14e13 · outbound

This paper cites For instance, entire homes or apartments may be priced higher than shared or hotel rooms.

Let's Think Var-by-Var: Large Language Models Enable Ad Hoc Probabilistic Reasoning For instance, entire homes or apartments may be priced higher than shared or hotel rooms

Reference 75

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:54:16.039545Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 8c050ae9-fe3c-45cd-80ae-656fa4f5bcea · outbound

This paper cites For example, a house is more likely to be listed as an entire home or apartment compared to a condo.

Let's Think Var-by-Var: Large Language Models Enable Ad Hoc Probabilistic Reasoning For example, a house is more likely to be listed as an entire home or apartment compared to a condo

Reference 76

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:54:16.175401Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 8eb41b8e-c34c-496c-b8cc-6c2b135ad617 · outbound

This paper cites an unresolved cited work.

Let's Think Var-by-Var: Large Language Models Enable Ad Hoc Probabilistic Reasoning Unresolved cited work

Reference 77

Resolution: unresolved; raw_fallback, observed 2026-08-11T23:54:16.027769Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 45c0b40c-392f-4dde-834e-3b36a448d123 · outbound

This paper cites For example, a townhouse may accommodate more people than a condo.

Let's Think Var-by-Var: Large Language Models Enable Ad Hoc Probabilistic Reasoning For example, a townhouse may accommodate more people than a condo

Reference 78

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:54:16.154360Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

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Reference 87

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Reference 88

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Reference 90

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Reference 91

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Let's Think Var-by-Var: Large Language Models Enable Ad Hoc Probabilistic Reasoning Incoherent Probability Judgments in Large Language Models

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Pith citing papers

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Modeling Open-World Cognition as On-Demand Synthesis of Probabilistic Models Let's Think Var-by-Var: Large Language Models Enable Ad Hoc Probabilistic Reasoning

Reference 59

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