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Paper Citation Record · LEDGER

Chronofy: A Temporal-Logical Decay Architecture for Information Validity in Time-Aware Retrieval-Augmented Generation

As of 18 August 2026, this Paper Citation Record lists 18 of 18 outbound references and 0 inbound Pith citation observations for arXiv:2607.20560.

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

pith.paper-citation-record.v1
2607.20560 v1

Coverage vector

measured 18 of 18 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-01T20:43:05.509410Z

measured 18 of 18 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+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

18 of 18 outbound references displayed

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  • malformed identifier0
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a1e269c8-b029-47c6-a7f1-5e7e4fa6f39b · outbound

This paper cites The 17% gap: Quantifying epistemic decay in AI-assisted survey papers,.

Chronofy: A Temporal-Logical Decay Architecture for Information Validity in Time-Aware Retrieval-Augmented Generation The 17% gap: Quantifying epistemic decay in AI-assisted survey papers,

Reference 1

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T20:43:05.204364Z digest=sha256:8bc832c36f6b0ca396d56b09cfa97a17c068ac82a4172ce04e0955a9e5e6f991

Observation b98698ee-5cde-4f89-8179-e0a228de19a2 · outbound

This paper cites Confidence is not timeless: Modeling temporal validity for rule-based temporal knowledge graph forecasting,.

Chronofy: A Temporal-Logical Decay Architecture for Information Validity in Time-Aware Retrieval-Augmented Generation Confidence is not timeless: Modeling temporal validity for rule-based temporal knowledge graph forecasting,

Reference 2

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source=pdf_text observed=2026-08-01T20:43:05.279693Z digest=sha256:e9ba80dfc6f85471f5522783ed93098bf61e4539c097d0a8f3f39845516e8fe9

Observation 626be823-f37a-44e5-9e69-aab2b179e4da · outbound

This paper cites Right answer at the right time— Temporal retrieval-augmented generation via graph summarization,.

Chronofy: A Temporal-Logical Decay Architecture for Information Validity in Time-Aware Retrieval-Augmented Generation Right answer at the right time— Temporal retrieval-augmented generation via graph summarization,

Reference 3

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source=pdf_text observed=2026-08-01T20:43:05.383700Z digest=sha256:41ca60299ffe85e0f927b34558706ebba00a0b2c5378662352239cbce0cc139e

Observation 9fa5a481-b674-4616-8176-c53f6cd895b6 · outbound

This paper cites Temporalizing con- fidence: Evaluation of chain-of-thought reasoning with signal temporal logic,.

Chronofy: A Temporal-Logical Decay Architecture for Information Validity in Time-Aware Retrieval-Augmented Generation Temporalizing con- fidence: Evaluation of chain-of-thought reasoning with signal temporal logic,

Reference 4

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T20:43:05.467221Z digest=sha256:3387cd44ae64066208d73d97e8de511a4484f2297b13a2aa4775a3c08dd11b70

Observation c35107e3-e5cb-4a54-a6b9-1bf68af22d30 · outbound

This paper cites Confidence over time: Confidence calibration with temporal logic for large language model reasoning,.

Chronofy: A Temporal-Logical Decay Architecture for Information Validity in Time-Aware Retrieval-Augmented Generation Confidence over time: Confidence calibration with temporal logic for large language model reasoning,

Reference 5

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T20:43:05.471063Z digest=sha256:75b01aed11723f166438508ef2c3a2e531e7d60f5bfd5ce3fd3d724bdd03a445

Observation a8768979-dd36-484a-80d3-acfecfb2e4c1 · outbound

This paper cites Efficient temporal-aware Matryoshka adaptation for temporal information retrieval,.

Chronofy: A Temporal-Logical Decay Architecture for Information Validity in Time-Aware Retrieval-Augmented Generation Efficient temporal-aware Matryoshka adaptation for temporal information retrieval,

Reference 6

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source=pdf_text observed=2026-08-01T20:43:05.474123Z digest=sha256:48cd4f6edd71c3d63054a9cfd848b7e012f48277d294ef18d54c739578e55f3f

Observation a5c2a1b2-3ed6-48f1-aef6-aa7549b3105e · outbound

This paper cites Chronocept: Instilling a Sense of Time in Machines.

Chronofy: A Temporal-Logical Decay Architecture for Information Validity in Time-Aware Retrieval-Augmented Generation Chronocept: Instilling a Sense of Time in Machines

Reference 7

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source=pdf_text observed=2026-08-01T20:43:05.477688Z digest=sha256:c7dcce16cf85d011cb01e98dab8fb0945e718c8e0046411bb152ceaa79e022b3

Observation 165d04b1-7a2d-4703-9ffd-338a81fe0f69 · outbound

This paper cites HiTANet: Hierarchical time-aware attention networks for risk prediction on electronic health records,.

Chronofy: A Temporal-Logical Decay Architecture for Information Validity in Time-Aware Retrieval-Augmented Generation HiTANet: Hierarchical time-aware attention networks for risk prediction on electronic health records,

Reference 8

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source=pdf_text observed=2026-08-01T20:43:05.481180Z digest=sha256:070b0885e8482c532d86e73a706136ccecfc0bc6bf360811f8b15fbd65744b78

Observation 1eaa33d6-2cf7-470e-9875-b1dcb0c3ddda · outbound

This paper cites TIMER: Temporal instruction modeling and evaluation for longitudinal clinical records,.

Chronofy: A Temporal-Logical Decay Architecture for Information Validity in Time-Aware Retrieval-Augmented Generation TIMER: Temporal instruction modeling and evaluation for longitudinal clinical records,

Reference 9

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source=pdf_text observed=2026-08-01T20:43:05.484088Z digest=sha256:ec91f9482f35d7af3c632d46e812991943529e957782e5889c2224809e0ff230

Observation a27e2321-a858-4753-b036-ad59d3bc589f · outbound

This paper cites TimE: A multi-level benchmark for temporal reasoning of LLMs in real-world scenarios,.

Chronofy: A Temporal-Logical Decay Architecture for Information Validity in Time-Aware Retrieval-Augmented Generation TimE: A multi-level benchmark for temporal reasoning of LLMs in real-world scenarios,

Reference 10

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source=pdf_text observed=2026-08-01T20:43:05.486842Z digest=sha256:8e7de8b301e82d154cb33c5ff873d5670ae99967f606a04cb3d0ff7565f4efcb

Observation 2b35e052-a90c-422e-a371-bd8639320ba9 · outbound

This paper cites Learning sequence encoders for temporal knowledge graph completion,.

Chronofy: A Temporal-Logical Decay Architecture for Information Validity in Time-Aware Retrieval-Augmented Generation Learning sequence encoders for temporal knowledge graph completion,

Reference 11

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source=pdf_text observed=2026-08-01T20:43:05.489892Z digest=sha256:59059dd851e2f9be7118fc94612f3f3fccc1a2cc39daf26ccc9fc596ff34fee0

Observation e56f659e-53e1-4890-97cf-7fa9be2c387d · outbound

This paper cites 40 years of research in possibilistic logic,.

Chronofy: A Temporal-Logical Decay Architecture for Information Validity in Time-Aware Retrieval-Augmented Generation 40 years of research in possibilistic logic,

Reference 12

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source=pdf_text observed=2026-08-01T20:43:05.492712Z digest=sha256:e5cc8551775380810616c6f5788011d23bbd40391c44c8d1fb269189a2ddcefa

Observation 17fef88a-9741-482f-8034-a9b6deb3b347 · outbound

This paper cites Raiffa and R.

Chronofy: A Temporal-Logical Decay Architecture for Information Validity in Time-Aware Retrieval-Augmented Generation Raiffa and R

Reference 13

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source=pdf_text observed=2026-08-01T20:43:05.495885Z digest=sha256:cb6ae137e06514f37362a4021421da7bb479e2dd5abfcf159bfc8ad83939b260

Observation 321a5041-f7d6-4e2c-b4c3-25ed2240ee96 · outbound

This paper cites Information value theory,.

Chronofy: A Temporal-Logical Decay Architecture for Information Validity in Time-Aware Retrieval-Augmented Generation Information value theory,

Reference 14

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source=pdf_text observed=2026-08-01T20:43:05.498598Z digest=sha256:83da8b91ebef2b8ec096a1f241b9fc665430795a2eab30e6f036acb70a6b3376

Observation d892b7b9-cc77-48cf-beed-05485630355c · outbound

This paper cites The cost of delay in status updates and their value: Non-linear ageing,.

Chronofy: A Temporal-Logical Decay Architecture for Information Validity in Time-Aware Retrieval-Augmented Generation The cost of delay in status updates and their value: Non-linear ageing,

Reference 15

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source=pdf_text observed=2026-08-01T20:43:05.501356Z digest=sha256:dc84f905e7358e7f158e02d420cfb507f77ea49eaee5270df2ae9c93645230d4

Observation 6e56d1e1-f55d-4ff7-a908-f92e2daeb31b · outbound

This paper cites The age of incorrect information: A new performance metric for status updates,.

Chronofy: A Temporal-Logical Decay Architecture for Information Validity in Time-Aware Retrieval-Augmented Generation The age of incorrect information: A new performance metric for status updates,

Reference 16

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source=pdf_text observed=2026-08-01T20:43:05.504109Z digest=sha256:601b87b22d232afb91e0948f085ce178b3e65ff15bbb05b13d9a35a1e05aba0e

Observation ed0d2cb3-77f1-4a6a-a914-cd106c2598b6 · outbound

This paper cites The neural Hawkes process: A neurally self- modulating multivariate point process,.

Chronofy: A Temporal-Logical Decay Architecture for Information Validity in Time-Aware Retrieval-Augmented Generation The neural Hawkes process: A neurally self- modulating multivariate point process,

Reference 17

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source=pdf_text observed=2026-08-01T20:43:05.506698Z digest=sha256:766f3da4529cb9b2526dfcf5d989ac9c210e85b04fcd5f195647f7d6ba1fccf5

Observation 872180e9-cbb3-4289-a966-d542c35f2e3c · outbound

This paper cites MIMIC-IV , a freely accessible electronic health record dataset,.

Chronofy: A Temporal-Logical Decay Architecture for Information Validity in Time-Aware Retrieval-Augmented Generation MIMIC-IV , a freely accessible electronic health record dataset,

Reference 18

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source=pdf_text observed=2026-08-01T20:43:05.509410Z digest=sha256:93b4409d3866aad8d3bceca999215fa0a05143ccde5d8caa660e12893c8c0403

Pith citing papers

No inbound Pith citation observations are available.