Triple

T6221958
Position Surface form Disambiguated ID Type / Status
Subject Black on Both Sides E139136 entity
Predicate producer P490 FINISHED
Object D. Hodges
D. Hodges is a music producer known for work on influential hip-hop recordings such as Mos Def’s album "Black on Both Sides."
 E578818 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: D. Hodges | Statement: [Black on Both Sides, producer, D. Hodges]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: D. Hodges
Context triple: [Black on Both Sides, producer, D. Hodges]
  • A. Dan Hodges
    Dan Hodges is a British political commentator and newspaper columnist known for his writing on UK politics.
  • B. John Hodges
    John Hodges is a film and television producer best known as a co-founder and former chief operating officer of the independent entertainment company A24.
  • C. Russ Hodges
    Russ Hodges was a prominent American sportscaster best known as the longtime radio and television voice of the New York and San Francisco Giants and for his iconic call of Bobby Thomson’s 1951 “Shot Heard ’Round the World.”
  • D. John Hodge
    John Hodge is a Scottish screenwriter best known for his collaborations with director Danny Boyle on films such as "Trainspotting" and "Shallow Grave."
  • E. John Hembree
    John Hembree is a musician best known for briefly serving as a bassist for the American rock band Paramore.
  • 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: D. Hodges
Triple: [Black on Both Sides, producer, D. Hodges]
Generated description
D. Hodges is a music producer known for work on influential hip-hop recordings such as Mos Def’s album "Black on Both Sides."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: D. Hodges
Target entity description: D. Hodges is a music producer known for work on influential hip-hop recordings such as Mos Def’s album "Black on Both Sides."
  • A. Dan Hodges
    Dan Hodges is a British political commentator and newspaper columnist known for his writing on UK politics.
  • B. John Hodges
    John Hodges is a film and television producer best known as a co-founder and former chief operating officer of the independent entertainment company A24.
  • C. Russ Hodges
    Russ Hodges was a prominent American sportscaster best known as the longtime radio and television voice of the New York and San Francisco Giants and for his iconic call of Bobby Thomson’s 1951 “Shot Heard ’Round the World.”
  • D. John Hodge
    John Hodge is a Scottish screenwriter best known for his collaborations with director Danny Boyle on films such as "Trainspotting" and "Shallow Grave."
  • E. John Hembree
    John Hembree is a musician best known for briefly serving as a bassist for the American rock band Paramore.
  • 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_69c008aecb0c81909984b48f733ce8ae completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c062bddb688190add53172a7445d01 completed March 22, 2026, 9:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69c20dcc5e788190a510cac6bbad4830 completed March 24, 2026, 4:06 a.m.
NEDg Description generation batch_69c214980bbc8190b188b3c821ea13ea completed March 24, 2026, 4:35 a.m.
NED2 Entity disambiguation (via description) batch_69c2157d43048190a0376cdc9024c5f9 completed March 24, 2026, 4:39 a.m.
Created at: March 22, 2026, 4:22 p.m.