Triple

T19550307
Position Surface form Disambiguated ID Type / Status
Subject All Time Low E489182 entity
Predicate hasFormerMember P1168 FINISHED
Object Jeff Maker
Jeff Maker is a musician best known for his past role as a member of the American pop-punk band All Time Low.
E1382495 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: Jeff Maker | Statement: [All Time Low, hasFormerMember, Jeff Maker]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Jeff Maker
Context triple: [All Time Low, hasFormerMember, Jeff Maker]
  • A. Tim Minear
    Tim Minear is an American television writer, director, and producer best known for his work on genre and drama series such as Angel, Firefly, and several Ryan Murphy shows including American Horror Story and 9-1-1.
  • B. Simon Willows
    Simon Willows is a music video director known for his work on visually distinctive projects such as the video for "Crystal Ball."
  • C. Martin Hurson
    Martin Hurson was an Irish republican and Provisional IRA member who died on hunger strike in the Maze Prison during the 1981 Irish hunger strikes.
  • D. Charles Roberts
    Charles Roberts is a former Canadian Football League running back best known for his prolific rushing career with the Winnipeg Blue Bombers.
  • E. Jon Shafer
    Jon Shafer is a video game designer best known as the lead designer of Sid Meier’s Civilization V.
  • 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: Jeff Maker
Triple: [All Time Low, hasFormerMember, Jeff Maker]
Generated description
Jeff Maker is a musician best known for his past role as a member of the American pop-punk band All Time Low.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Jeff Maker
Target entity description: Jeff Maker is a musician best known for his past role as a member of the American pop-punk band All Time Low.
  • A. Tim Minear
    Tim Minear is an American television writer, director, and producer best known for his work on genre and drama series such as Angel, Firefly, and several Ryan Murphy shows including American Horror Story and 9-1-1.
  • B. Simon Willows
    Simon Willows is a music video director known for his work on visually distinctive projects such as the video for "Crystal Ball."
  • C. Martin Hurson
    Martin Hurson was an Irish republican and Provisional IRA member who died on hunger strike in the Maze Prison during the 1981 Irish hunger strikes.
  • D. Charles Roberts
    Charles Roberts is a former Canadian Football League running back best known for his prolific rushing career with the Winnipeg Blue Bombers.
  • E. Jon Shafer
    Jon Shafer is a video game designer best known as the lead designer of Sid Meier’s Civilization V.
  • 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_69d8e8dc5d8c8190a6d7bd8864f43ca0 completed April 10, 2026, 12:11 p.m.
NER Named-entity recognition batch_69e63d2feed48190ad49f64980dc885f completed April 20, 2026, 2:50 p.m.
NED1 Entity disambiguation (via context triple) batch_6a074e8c84b88190be1790514c9c5481 completed May 15, 2026, 4:49 p.m.
NEDg Description generation batch_6a074f5df2c0819096c05a61b03d5145 completed May 15, 2026, 4:52 p.m.
NED2 Entity disambiguation (via description) batch_6a07550147048190937b71f7f4d116cd completed May 15, 2026, 5:16 p.m.
Created at: April 10, 2026, 1:41 p.m.