Triple

T16316162
Position Surface form Disambiguated ID Type / Status
Subject The Lone Gunmen E396177 entity
Predicate mainCharacter P1183 FINISHED
Object Richard Langly
Richard Langly is a long-haired, geeky computer hacker and conspiracy theorist best known as one of the three eccentric members of The Lone Gunmen in The X-Files universe.
E1205337 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: Richard Langly | Statement: [The Lone Gunmen, mainCharacter, Richard Langly]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Richard Langly
Context triple: [The Lone Gunmen, mainCharacter, Richard Langly]
  • A. Keith Langford
    Keith Langford is an American former professional basketball guard best known for his standout college career at the University of Kansas and a long, high-scoring career in European leagues.
  • B. Thomas Lang
    Thomas Lang is a former Scots Guards officer turned witty, reluctant hero who becomes entangled in an international conspiracy in Hugh Laurie’s comic thriller novel "The Gun Seller."
  • C. Michael Lovesmith
    Michael Lovesmith is an American R&B singer, songwriter, and producer known for his work in the 1970s and 1980s, including collaborations with major Motown artists.
  • D. Matthew York
    Matthew York is the son of American actor Dick York, best known for his role as the original Darrin Stephens on the television series "Bewitched."
  • E. Marc Lacey
    Marc Lacey is an American journalist and editor best known for serving in senior leadership roles at The New York Times, including overseeing major news coverage and editorial operations.
  • 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: Richard Langly
Triple: [The Lone Gunmen, mainCharacter, Richard Langly]
Generated description
Richard Langly is a long-haired, geeky computer hacker and conspiracy theorist best known as one of the three eccentric members of The Lone Gunmen in The X-Files universe.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Richard Langly
Target entity description: Richard Langly is a long-haired, geeky computer hacker and conspiracy theorist best known as one of the three eccentric members of The Lone Gunmen in The X-Files universe.
  • A. Keith Langford
    Keith Langford is an American former professional basketball guard best known for his standout college career at the University of Kansas and a long, high-scoring career in European leagues.
  • B. Thomas Lang
    Thomas Lang is a former Scots Guards officer turned witty, reluctant hero who becomes entangled in an international conspiracy in Hugh Laurie’s comic thriller novel "The Gun Seller."
  • C. Michael Lovesmith
    Michael Lovesmith is an American R&B singer, songwriter, and producer known for his work in the 1970s and 1980s, including collaborations with major Motown artists.
  • D. Matthew York
    Matthew York is the son of American actor Dick York, best known for his role as the original Darrin Stephens on the television series "Bewitched."
  • E. Marc Lacey
    Marc Lacey is an American journalist and editor best known for serving in senior leadership roles at The New York Times, including overseeing major news coverage and editorial operations.
  • 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_69d87f255b788190a400eba031dd85d8 completed April 10, 2026, 4:40 a.m.
NER Named-entity recognition batch_69e296b1e9988190a1dce9f1ed7031df completed April 17, 2026, 8:23 p.m.
NED1 Entity disambiguation (via context triple) batch_6a001fa9f6dc81908e6cbb4e340356e1 completed May 10, 2026, 6:03 a.m.
NEDg Description generation batch_6a002085bcf08190b60f8d864f2c0f24 completed May 10, 2026, 6:07 a.m.
NED2 Entity disambiguation (via description) batch_6a00217ff2ec81909bb0fd0dd775a0ae completed May 10, 2026, 6:11 a.m.
Created at: April 10, 2026, 5:06 a.m.