Triple

T12514149
Position Surface form Disambiguated ID Type / Status
Subject musl E299154 entity
Predicate developer P73 FINISHED
Object Rich Felker
Rich Felker is a software engineer best known as the lead architect and maintainer of the musl C standard library for Linux-based systems.
E988650 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: Rich Felker | Statement: [musl, developer, Rich Felker]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Rich Felker
Context triple: [musl, developer, Rich Felker]
  • A. Jason Fulman
    Jason Fulman is a mathematician known for his work in probability theory and combinatorics, and for being a doctoral student of Persi Diaconis.
  • B. Brant Daugherty
    Brant Daugherty is an American actor known for his roles in television series like "Pretty Little Liars" and films including the "Fifty Shades" franchise.
  • C. Brian Routh
    Brian Routh was a British performance artist and musician best known as one half of the avant-garde comedy and performance duo The Kipper Kids.
  • D. Justin Wilkes
    Justin Wilkes is a television producer and creator known for developing the series "Mars" and other documentary and scripted projects.
  • E. Keith Poulson
    Keith Poulson is an American actor known for his work in independent films and for roles in offbeat, character-driven movies.
  • 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: Rich Felker
Triple: [musl, developer, Rich Felker]
Generated description
Rich Felker is a software engineer best known as the lead architect and maintainer of the musl C standard library for Linux-based systems.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Rich Felker
Target entity description: Rich Felker is a software engineer best known as the lead architect and maintainer of the musl C standard library for Linux-based systems.
  • A. Jason Fulman
    Jason Fulman is a mathematician known for his work in probability theory and combinatorics, and for being a doctoral student of Persi Diaconis.
  • B. Brant Daugherty
    Brant Daugherty is an American actor known for his roles in television series like "Pretty Little Liars" and films including the "Fifty Shades" franchise.
  • C. Brian Routh
    Brian Routh was a British performance artist and musician best known as one half of the avant-garde comedy and performance duo The Kipper Kids.
  • D. Justin Wilkes
    Justin Wilkes is a television producer and creator known for developing the series "Mars" and other documentary and scripted projects.
  • E. Keith Poulson
    Keith Poulson is an American actor known for his work in independent films and for roles in offbeat, character-driven movies.
  • 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_69d6ada4cd388190ae3bbf83ff87057a completed April 8, 2026, 7:33 p.m.
NER Named-entity recognition batch_69d9541e752c8190bf12d2b5a37b53df completed April 10, 2026, 7:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69f655745cec8190b5582eb4a339d501 completed May 2, 2026, 7:50 p.m.
NEDg Description generation batch_69f6566dccc0819085e059c7b0288f6c completed May 2, 2026, 7:54 p.m.
NED2 Entity disambiguation (via description) batch_69f657aec8fc8190b3b08ccb95595958 completed May 2, 2026, 7:59 p.m.
Created at: April 8, 2026, 9:57 p.m.