Triple

T6176221
Position Surface form Disambiguated ID Type / Status
Subject All In with Chris Hayes E137825 entity
Predicate presenter P83 FINISHED
Object Chris Hayes
Chris Hayes is an American political commentator, journalist, and author best known as a prime-time host on MSNBC.
 E572630 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Chris Hayes | Statement: [All In with Chris Hayes, presenter, Chris Hayes]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Chris Hayes
Context triple: [All In with Chris Hayes, presenter, Chris Hayes]
  • A. Ben Maddow
    Ben Maddow was an American screenwriter and documentary filmmaker known for his work on classic mid-20th-century films and socially conscious cinema.
  • B. Rachel Maddow
    Rachel Maddow is an American television news host, political commentator, and author best known for anchoring "The Rachel Maddow Show" on MSNBC.
  • C. Jake Tapper
    Jake Tapper is an American journalist, author, and longtime CNN anchor known for his political reporting and nonfiction books.
  • D. Nick Barbaro
    Nick Barbaro is an American media entrepreneur and publisher best known as a co-founder of the South by Southwest (SXSW) festival in Austin, Texas.
  • E. Jeremy Scahill
    Jeremy Scahill is an American investigative journalist and author known for his reporting on U.S. foreign policy, private military contractors, and national security issues.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Chris Hayes
Triple: [All In with Chris Hayes, presenter, Chris Hayes]
Generated description
Chris Hayes is an American political commentator, journalist, and author best known as a prime-time host on MSNBC.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Chris Hayes
Target entity description: Chris Hayes is an American political commentator, journalist, and author best known as a prime-time host on MSNBC.
  • A. Ben Maddow
    Ben Maddow was an American screenwriter and documentary filmmaker known for his work on classic mid-20th-century films and socially conscious cinema.
  • B. Rachel Maddow
    Rachel Maddow is an American television news host, political commentator, and author best known for anchoring "The Rachel Maddow Show" on MSNBC.
  • C. Jake Tapper
    Jake Tapper is an American journalist, author, and longtime CNN anchor known for his political reporting and nonfiction books.
  • D. Nick Barbaro
    Nick Barbaro is an American media entrepreneur and publisher best known as a co-founder of the South by Southwest (SXSW) festival in Austin, Texas.
  • E. Jeremy Scahill
    Jeremy Scahill is an American investigative journalist and author known for his reporting on U.S. foreign policy, private military contractors, and national security issues.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69c008a80f748190ba3d07ffc81acb29 completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c05dc70ac481909fd1db0d69837eca completed March 22, 2026, 9:23 p.m.
NED1 Entity disambiguation (via context triple) batch_69c141b69c348190a4e530b7380b643f completed March 23, 2026, 1:35 p.m.
NEDg Description generation batch_69c144384d508190952ff35c20ff7db1 completed March 23, 2026, 1:46 p.m.
NED2 Entity disambiguation (via description) batch_69c144a2d800819090c351460c0826d1 completed March 23, 2026, 1:48 p.m.
Created at: March 22, 2026, 4:18 p.m.