Triple

T7940260
Position Surface form Disambiguated ID Type / Status
Subject Marty McFly E184370 entity
Predicate bandMemberOf P10 FINISHED
Object The Pinheads
The Pinheads is the fictional rock band fronted by Marty McFly in the "Back to the Future" film series.
E699365 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: The Pinheads | Statement: [Marty McFly, bandMemberOf, The Pinheads]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Pinheads
Context triple: [Marty McFly, bandMemberOf, The Pinheads]
  • A. The Misfits
    The Misfits is a 1961 American drama film, written by Arthur Miller and directed by John Huston, best known as the final completed movie of both Clark Gable and Marilyn Monroe.
  • B. The Cramps
    The Cramps were an American punk band known for pioneering the psychobilly genre by blending rockabilly, garage rock, and horror-themed aesthetics.
  • C. St. Lunatics
    St. Lunatics is a hip hop group from St. Louis, Missouri, best known for launching the career of rapper Nelly and for their early-2000s chart successes.
  • D. Demon Deacons
    Demon Deacons is the distinctive nickname and mascot identity for Wake Forest University's athletic teams.
  • E. The Electric Chairs
    The Electric Chairs were a late-1970s punk rock band fronted by the flamboyant, gender-bending singer Wayne County (later Jayne County), known for their provocative lyrics and theatrical performances.
  • 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: The Pinheads
Triple: [Marty McFly, bandMemberOf, The Pinheads]
Generated description
The Pinheads is the fictional rock band fronted by Marty McFly in the "Back to the Future" film series.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Pinheads
Target entity description: The Pinheads is the fictional rock band fronted by Marty McFly in the "Back to the Future" film series.
  • A. The Misfits
    The Misfits is a 1961 American drama film, written by Arthur Miller and directed by John Huston, best known as the final completed movie of both Clark Gable and Marilyn Monroe.
  • B. The Cramps
    The Cramps were an American punk band known for pioneering the psychobilly genre by blending rockabilly, garage rock, and horror-themed aesthetics.
  • C. St. Lunatics
    St. Lunatics is a hip hop group from St. Louis, Missouri, best known for launching the career of rapper Nelly and for their early-2000s chart successes.
  • D. Demon Deacons
    Demon Deacons is the distinctive nickname and mascot identity for Wake Forest University's athletic teams.
  • E. The Electric Chairs
    The Electric Chairs were a late-1970s punk rock band fronted by the flamboyant, gender-bending singer Wayne County (later Jayne County), known for their provocative lyrics and theatrical performances.
  • 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_69ca8290c21c8190906a5ca6fe2b03c4 completed March 30, 2026, 2:02 p.m.
NER Named-entity recognition batch_69cb3b0ac8bc8190b4e4f79b15c316b3 completed March 31, 2026, 3:10 a.m.
NED1 Entity disambiguation (via context triple) batch_69cb5c0e868481908748d340244ea8ea completed March 31, 2026, 5:30 a.m.
NEDg Description generation batch_69cb7635a0e48190ae8c3f6993df3ad2 completed March 31, 2026, 7:22 a.m.
NED2 Entity disambiguation (via description) batch_69cbb663d3a48190bc62f7a04bc6a1bb completed March 31, 2026, 11:56 a.m.
Created at: March 30, 2026, 5:08 p.m.