Triple

T5936885
Position Surface form Disambiguated ID Type / Status
Subject Linkin Park E132065 entity
Predicate hasMember P10 FINISHED
Object Rob Bourdon
Rob Bourdon is an American musician best known as the drummer and a founding member of the rock band Linkin Park.
E581366 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: Rob Bourdon | Statement: [Linkin Park, hasMember, Rob Bourdon]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Rob Bourdon
Context triple: [Linkin Park, hasMember, Rob Bourdon]
  • A. Brad Dorros
    Brad Dorros is a film and television producer known for his work on projects such as the thriller "The Fifth Estate."
  • B. John Bardon
    John Bardon was an English actor best known for his long-running role as Jim Branning in the BBC soap opera "EastEnders."
  • C. Ed Masterson
    Ed Masterson was an American lawman and marshal in the Old West, best known for his role in Dodge City, Kansas, and as the brother of famed gunfighter and lawman Bat Masterson.
  • D. Dan Burden
    Dan Burden is an American cycling and walkability advocate best known for co-founding the Adventure Cycling Association and promoting bicycle-friendly community design.
  • E. Guy Weadick
    Guy Weadick was an American-born cowboy, promoter, and showman best known for creating the Calgary Stampede and helping popularize rodeo culture in Canada.
  • 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: Rob Bourdon
Triple: [Linkin Park, hasMember, Rob Bourdon]
Generated description
Rob Bourdon is an American musician best known as the drummer and a founding member of the rock band Linkin Park.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Rob Bourdon
Target entity description: Rob Bourdon is an American musician best known as the drummer and a founding member of the rock band Linkin Park.
  • A. Brad Dorros
    Brad Dorros is a film and television producer known for his work on projects such as the thriller "The Fifth Estate."
  • B. John Bardon
    John Bardon was an English actor best known for his long-running role as Jim Branning in the BBC soap opera "EastEnders."
  • C. Ed Masterson
    Ed Masterson was an American lawman and marshal in the Old West, best known for his role in Dodge City, Kansas, and as the brother of famed gunfighter and lawman Bat Masterson.
  • D. Dan Burden
    Dan Burden is an American cycling and walkability advocate best known for co-founding the Adventure Cycling Association and promoting bicycle-friendly community design.
  • E. Guy Weadick
    Guy Weadick was an American-born cowboy, promoter, and showman best known for creating the Calgary Stampede and helping popularize rodeo culture in Canada.
  • 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_69c0085c55dc8190aa90e242c956e2fa completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c038eca9688190adeed21df058daf1 completed March 22, 2026, 6:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69c518ad46ac8190803b7f9fe83f6684 completed March 26, 2026, 11:29 a.m.
NEDg Description generation batch_69c51dd8b7f08190add47eac00a3efed completed March 26, 2026, 11:51 a.m.
NED2 Entity disambiguation (via description) batch_69c51e6d1d488190a8d3a5c2f6e8eb6c completed March 26, 2026, 11:54 a.m.
Created at: March 22, 2026, 4:01 p.m.