Triple

T21670622
Position Surface form Disambiguated ID Type / Status
Subject Fallout: New Vegas E534833 entity
Predicate writer P1360 FINISHED
Object John Gonzalez
John Gonzalez is a video game writer best known as the lead narrative designer and story writer for Fallout: New Vegas.
E1514951 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: John Gonzalez | Statement: [Fallout: New Vegas, writer, John Gonzalez]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: John Gonzalez
Context triple: [Fallout: New Vegas, writer, John Gonzalez]
  • A. John Gonzalez
    John Gonzalez is a video game writer best known as the narrative director and lead writer of the acclaimed action role-playing game Horizon Zero Dawn.
  • B. Juan González
    Juan González is a former Major League Baseball slugger best known for his powerful hitting and multiple MVP seasons, primarily with the Texas Rangers.
  • C. Omar Gonzalez
    Omar Gonzalez is an American professional soccer defender best known for his standout tenure with LA Galaxy and contributions to the United States national team.
  • D. Hector Delgado
    Hector Delgado is a music producer best known for his work with experimental hip-hop group L$D.
  • E. Joe Gonzalez
    Joe Gonzalez is a Colombian businessman best known as the first husband of actress and model Sofía Vergara.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: John Gonzalez
Triple: [Fallout: New Vegas, writer, John Gonzalez]
Generated description
John Gonzalez is a video game writer best known as the lead narrative designer and story writer for Fallout: New Vegas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: John Gonzalez
Target entity description: John Gonzalez is a video game writer best known as the lead narrative designer and story writer for Fallout: New Vegas.
  • A. John Gonzalez
    John Gonzalez is a video game writer best known as the narrative director and lead writer of the acclaimed action role-playing game Horizon Zero Dawn.
  • B. Juan González
    Juan González is a former Major League Baseball slugger best known for his powerful hitting and multiple MVP seasons, primarily with the Texas Rangers.
  • C. Omar Gonzalez
    Omar Gonzalez is an American professional soccer defender best known for his standout tenure with LA Galaxy and contributions to the United States national team.
  • D. Hector Delgado
    Hector Delgado is a music producer best known for his work with experimental hip-hop group L$D.
  • E. Joe Gonzalez
    Joe Gonzalez is a Colombian businessman best known as the first husband of actress and model Sofía Vergara.
  • 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_69e0c46898008190aa618a4af55bd1ee completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69ef8a0badd08190ad2ec2b8e46be379 completed April 27, 2026, 4:08 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0a7b5491e48190b699cb40384ad193 completed May 18, 2026, 2:37 a.m.
NEDg Description generation batch_6a0a7ca4fecc8190926a8d133cd67ba7 completed May 18, 2026, 2:42 a.m.
NED2 Entity disambiguation (via description) batch_6a0a7d06cb0c819093c960f71861ede8 completed May 18, 2026, 2:44 a.m.
Created at: April 16, 2026, 6:37 p.m.