Triple

T16584509
Position Surface form Disambiguated ID Type / Status
Subject Bureau of Investigation (Red Dead Redemption) E402917 entity
Predicate employs P7 FINISHED
Object Archer Fordham
Archer Fordham is a government agent in the Red Dead Redemption video game series who serves as a key representative of federal law enforcement and a handler for protagonist John Marston.
E1224565 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: Archer Fordham | Statement: [Bureau of Investigation (Red Dead Redemption), employs, Archer Fordham]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Archer Fordham
Context triple: [Bureau of Investigation (Red Dead Redemption), employs, Archer Fordham]
  • A. Peter Archer
    Peter Archer is a notable individual distinguished enough in his field or public life to be specifically recognized as a bearer of the surname Archer.
  • B. Edward Talbot
    Edward Talbot was an Anglican clergyman who became the inaugural Bishop of Southwark in the Church of England.
  • C. Guy W. Talbot
    Guy W. Talbot was an Oregon businessman and civic leader whose contributions to the region led to a state park being named in his honor.
  • D. Roderick Plummer
    Roderick Plummer is known as the husband of American actress and singer Cynda Williams.
  • E. John Davinier
    John Davinier is a character in the historical drama film "Belle," depicted as a passionate idealist and love interest of the title character, Dido Elizabeth Belle.
  • 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: Archer Fordham
Triple: [Bureau of Investigation (Red Dead Redemption), employs, Archer Fordham]
Generated description
Archer Fordham is a government agent in the Red Dead Redemption video game series who serves as a key representative of federal law enforcement and a handler for protagonist John Marston.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Archer Fordham
Target entity description: Archer Fordham is a government agent in the Red Dead Redemption video game series who serves as a key representative of federal law enforcement and a handler for protagonist John Marston.
  • A. Peter Archer
    Peter Archer is a notable individual distinguished enough in his field or public life to be specifically recognized as a bearer of the surname Archer.
  • B. Edward Talbot
    Edward Talbot was an Anglican clergyman who became the inaugural Bishop of Southwark in the Church of England.
  • C. Guy W. Talbot
    Guy W. Talbot was an Oregon businessman and civic leader whose contributions to the region led to a state park being named in his honor.
  • D. Roderick Plummer
    Roderick Plummer is known as the husband of American actress and singer Cynda Williams.
  • E. John Davinier
    John Davinier is a character in the historical drama film "Belle," depicted as a passionate idealist and love interest of the title character, Dido Elizabeth Belle.
  • 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_69d88387363c8190a97a0c942130de97 completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e3599b057881909fcb8bbb156633a8 completed April 18, 2026, 10:14 a.m.
NED1 Entity disambiguation (via context triple) batch_6a007da6d6f08190a8524b1c955b7c2e completed May 10, 2026, 12:44 p.m.
NEDg Description generation batch_6a007ee625c48190a7a97f34d5788808 completed May 10, 2026, 12:49 p.m.
NED2 Entity disambiguation (via description) batch_6a007f75e7e48190ac5cf912cca60d9c completed May 10, 2026, 12:52 p.m.
Created at: April 10, 2026, 5:16 a.m.