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Paper Citation Record · LEDGER

Fairness in Agentic AI: A Unified Framework for Ethical and Equitable Multi-Agent System

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 4 inbound Pith citation observations for arXiv:2502.07254.

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

pith.paper-citation-record.v1
2502.07254 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 4 of 4 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T15:41:03.966651Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-18T04:30:53.163728Z

Reference resolution

0 of 0 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 0722eee9-eabb-47b0-a263-1deb3e9108e1 · inbound

Safety Degradation in AI Agents cites this paper.

Safety Degradation in AI Agents Fairness in Agentic AI: A Unified Framework for Ethical and Equitable Multi-Agent System

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-07T15:41:03.966651Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:41:03.966651Z digest=sha256:c8ad5411c7e49dc1867c7be8584b3d0af58d4debf88f00cc248ac10f00b3bd67

Observation 25b04b3a-1c54-4207-a0a6-8d24e68d8665 · inbound

FAIRTOPIA: Envisioning Multi-Agent Guardianship for Disrupting Unfair AI Pipelines cites this paper.

FAIRTOPIA: Envisioning Multi-Agent Guardianship for Disrupting Unfair AI Pipelines Fairness in Agentic AI: A Unified Framework for Ethical and Equitable Multi-Agent System

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-07T05:00:54.040575Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:00:54.040575Z digest=sha256:497f778ebd4740dfed31bc50a8f398b1c54bc7040203fe00cecbfd56fa64be4e

Observation b9e7ad7f-7628-4bf1-a348-d76185cc55d0 · inbound

A Tutorial on Cognitive Biases in Agentic AI-Driven 6G Autonomous Networks cites this paper.

A Tutorial on Cognitive Biases in Agentic AI-Driven 6G Autonomous Networks Fairness in Agentic AI: A Unified Framework for Ethical and Equitable Multi-Agent System

Reference 8

Resolution
verified exact
arxiv_id, observed 2026-05-18T04:30:53.167239Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-18T04:27:34.419909Z digest=sha256:f0d69f51ce4569f05b52390bc4a6581b8ef4509e833a8c52fbb2a0d89500f716

Observation fb9d668b-7a16-4188-b37c-f1e4712b328e · inbound

LLM-Based Agentic Negotiation for 6G: Addressing Uncertainty Neglect and Tail-Event Risk cites this paper.

LLM-Based Agentic Negotiation for 6G: Addressing Uncertainty Neglect and Tail-Event Risk Fairness in Agentic AI: A Unified Framework for Ethical and Equitable Multi-Agent System

Reference 9

Resolution
verified exact
arxiv_id, observed 2026-05-17T05:04:03.429088Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-17T05:01:45.768959Z digest=sha256:74381da3c81a7db046c5020ca572c7e0680ff2e63d22499b1465484bf6393433