Triple

T18789529
Position Surface form Disambiguated ID Type / Status
Subject Muscle Shoals E459472 entity
Predicate producer P490 FINISHED
Object Stephen Badger
Stephen Badger is a film producer known for his work on the acclaimed music documentary "Muscle Shoals."
 E1343152 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: Stephen Badger | Statement: [Muscle Shoals, producer, Stephen Badger]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Stephen Badger
Context triple: [Muscle Shoals, producer, Stephen Badger]
  • A. Richard Pyle
    Richard Pyle is an American ichthyologist and deep-diving explorer known for his work on coral reef fish biodiversity and the development of advanced diving and database technologies for marine research.
  • B. Robert Sharp
    Robert Sharp is a personal name shared by multiple notable individuals across fields such as science, sports, and the arts.
  • C. Stephen Birch
    Stephen Birch was an American mining engineer and industrialist best known for building the Kennecott Copper Corporation into one of the world’s leading copper producers in the early 20th century.
  • D. Mark Bignell
    Mark Bignell is a British charity worker and chief executive of the addiction-focused charity Hamoaze House, known publicly as the husband of comedian and actress Dawn French.
  • E. Peter Browne
    Peter Browne is a relatively common personal name shared by multiple notable individuals across fields such as politics, religion, and academia.
  • 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: Stephen Badger
Triple: [Muscle Shoals, producer, Stephen Badger]
Generated description
Stephen Badger is a film producer known for his work on the acclaimed music documentary "Muscle Shoals."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Stephen Badger
Target entity description: Stephen Badger is a film producer known for his work on the acclaimed music documentary "Muscle Shoals."
  • A. Richard Pyle
    Richard Pyle is an American ichthyologist and deep-diving explorer known for his work on coral reef fish biodiversity and the development of advanced diving and database technologies for marine research.
  • B. Robert Sharp
    Robert Sharp is a personal name shared by multiple notable individuals across fields such as science, sports, and the arts.
  • C. Stephen Birch
    Stephen Birch was an American mining engineer and industrialist best known for building the Kennecott Copper Corporation into one of the world’s leading copper producers in the early 20th century.
  • D. Mark Bignell
    Mark Bignell is a British charity worker and chief executive of the addiction-focused charity Hamoaze House, known publicly as the husband of comedian and actress Dawn French.
  • E. Peter Browne
    Peter Browne is a relatively common personal name shared by multiple notable individuals across fields such as politics, religion, and academia.
  • 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_69d8d396f54c8190ba49db31e8743842 completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e59784c5988190851755b7f47835e5 completed April 20, 2026, 3:03 a.m.
NED1 Entity disambiguation (via context triple) batch_6a05471caf5881908e177fc17ab64440 completed May 14, 2026, 3:53 a.m.
NEDg Description generation batch_6a054a2d060c81909a30417d7108a531 completed May 14, 2026, 4:06 a.m.
NED2 Entity disambiguation (via description) batch_6a054a8c26848190b24073356b0cdf2c completed May 14, 2026, 4:07 a.m.
Created at: April 10, 2026, 11:53 a.m.