Triple

T23001017
Position Surface form Disambiguated ID Type / Status
Subject "All In with Chris Hayes" E572631 entity
Predicate presenter P83 FINISHED
Object Chris Hayes NE NERFINISHED

How this triple was built (2 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. Chris Hayes chosen
    Chris Hayes is an American political commentator, journalist, and author best known as a prime-time host on MSNBC.
  • B. Chris Hayes
    Chris Hayes is an American musician and guitarist best known for his work with the rock band Huey Lewis and the News during their peak commercial success in the 1980s.
  • C. Lawrence O'Donnell
    Lawrence O'Donnell is an American television host, political commentator, and former political aide best known for hosting the MSNBC news and opinion program "The Last Word with Lawrence O'Donnell."
  • D. 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.
  • E. Rachel Maddow
    Rachel Maddow is an American television news host, political commentator, and author best known for anchoring "The Rachel Maddow Show" on MSNBC.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (2 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_69e245b6a3ac81908087599eefe3e365 completed April 17, 2026, 2:37 p.m.
NER Named-entity recognition batch_69f18352bcf48190bd474eff69b3465b completed April 29, 2026, 4:04 a.m.
Created at: April 17, 2026, 3:50 p.m.