Triple

T9839661
Position Surface form Disambiguated ID Type / Status
Subject True Believer E239188 entity
Predicate starring P1507 FINISHED
Object Charles Hallahan
Charles Hallahan was an American character actor known for his rugged, authoritative screen presence in films and television from the 1970s through the 1990s, including roles in works like John Carpenter’s "The Thing" and the series "Hunter."
E833338 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: Charles Hallahan | Statement: [True Believer, starring, Charles Hallahan]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Charles Hallahan
Context triple: [True Believer, starring, Charles Hallahan]
  • A. Anthony McHenry
    Anthony McHenry is an American professional basketball player best known for his long, successful career in Japan’s B.League, particularly as a key contributor to the Ryukyu Golden Kings.
  • B. Ben Haggerty
    Ben Haggerty, better known by his stage name Macklemore, is an American rapper and songwriter recognized for hits like "Thrift Shop" and "Can't Hold Us."
  • C. Henry Hackett
    Henry Hackett is the driven, overworked metro editor of a New York City tabloid newspaper in the film "The Paper," juggling ethical dilemmas, breaking news, and his strained personal life.
  • D. Charles Neblett
    Charles Neblett is an American civil rights activist and singer best known as a founding member of the SNCC Freedom Singers, who used music to support and advance the 1960s Civil Rights Movement.
  • E. James Caldwell
    James Caldwell was one of the colonial civilians killed by British soldiers during the 1770 Boston Massacre, an event that helped fuel anti-British sentiment before the American Revolution.
  • 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: Charles Hallahan
Triple: [True Believer, starring, Charles Hallahan]
Generated description
Charles Hallahan was an American character actor known for his rugged, authoritative screen presence in films and television from the 1970s through the 1990s, including roles in works like John Carpenter’s "The Thing" and the series "Hunter."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Charles Hallahan
Target entity description: Charles Hallahan was an American character actor known for his rugged, authoritative screen presence in films and television from the 1970s through the 1990s, including roles in works like John Carpenter’s "The Thing" and the series "Hunter."
  • A. Anthony McHenry
    Anthony McHenry is an American professional basketball player best known for his long, successful career in Japan’s B.League, particularly as a key contributor to the Ryukyu Golden Kings.
  • B. Ben Haggerty
    Ben Haggerty, better known by his stage name Macklemore, is an American rapper and songwriter recognized for hits like "Thrift Shop" and "Can't Hold Us."
  • C. Henry Hackett
    Henry Hackett is the driven, overworked metro editor of a New York City tabloid newspaper in the film "The Paper," juggling ethical dilemmas, breaking news, and his strained personal life.
  • D. Charles Neblett
    Charles Neblett is an American civil rights activist and singer best known as a founding member of the SNCC Freedom Singers, who used music to support and advance the 1960s Civil Rights Movement.
  • E. James Caldwell
    James Caldwell was one of the colonial civilians killed by British soldiers during the 1770 Boston Massacre, an event that helped fuel anti-British sentiment before the American Revolution.
  • 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_69ca84e3f0c48190ada72a65ebd50efd completed March 30, 2026, 2:12 p.m.
NER Named-entity recognition batch_69cdb34b045481908f89abd576aab497 completed April 2, 2026, 12:07 a.m.
NED1 Entity disambiguation (via context triple) batch_69d257601eec8190b7fa205cee61bb23 completed April 5, 2026, 12:36 p.m.
NEDg Description generation batch_69d258b6d9c0819096dbd3e85dc6adfc completed April 5, 2026, 12:42 p.m.
NED2 Entity disambiguation (via description) batch_69d25977ab988190969ed8ff8eb53ddd completed April 5, 2026, 12:45 p.m.
Created at: March 30, 2026, 8:33 p.m.