Triple

T15279750
Position Surface form Disambiguated ID Type / Status
Subject Neil Halstead E365236 entity
Predicate memberOf P10 FINISHED
Object Black Hearted Brother
Black Hearted Brother is an English alternative rock/shoegaze band formed by Neil Halstead and collaborators, known for its dense, atmospheric soundscapes.
E1148437 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: Black Hearted Brother | Statement: [Neil Halstead, memberOf, Black Hearted Brother]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Black Hearted Brother
Context triple: [Neil Halstead, memberOf, Black Hearted Brother]
  • A. Beautiful Brother of Mine
    "Beautiful Brother of Mine" is a song by the American rock band Roots, known for their fusion of hip hop, soul, and live instrumentation.
  • B. Goodbye Brother
    "Goodbye Brother" is a musical piece associated with the Stark family in the television series Game of Thrones, composed by Ramin Djawadi as part of its original score.
  • C. Blackheart Man
    Blackheart Man is the acclaimed 1976 debut solo reggae album by Bunny Wailer, noted for its spiritual themes and roots sound.
  • D. Brother of Mine
    "Brother of Mine" is a progressive rock song by the group Anderson Bruford Wakeman Howe, best known as the multi-part centerpiece track from their 1989 self-titled album.
  • E. Brother, I'm Dying
    "Brother, I'm Dying" is a memoir by Haitian-American author Edwidge Danticat that recounts her family's history, political turmoil in Haiti, and the tragic fate of her uncle in U.S. immigration custody.
  • 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: Black Hearted Brother
Triple: [Neil Halstead, memberOf, Black Hearted Brother]
Generated description
Black Hearted Brother is an English alternative rock/shoegaze band formed by Neil Halstead and collaborators, known for its dense, atmospheric soundscapes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Black Hearted Brother
Target entity description: Black Hearted Brother is an English alternative rock/shoegaze band formed by Neil Halstead and collaborators, known for its dense, atmospheric soundscapes.
  • A. Beautiful Brother of Mine
    "Beautiful Brother of Mine" is a song by the American rock band Roots, known for their fusion of hip hop, soul, and live instrumentation.
  • B. Goodbye Brother
    "Goodbye Brother" is a musical piece associated with the Stark family in the television series Game of Thrones, composed by Ramin Djawadi as part of its original score.
  • C. Blackheart Man
    Blackheart Man is the acclaimed 1976 debut solo reggae album by Bunny Wailer, noted for its spiritual themes and roots sound.
  • D. Brother of Mine
    "Brother of Mine" is a progressive rock song by the group Anderson Bruford Wakeman Howe, best known as the multi-part centerpiece track from their 1989 self-titled album.
  • E. Brother, I'm Dying
    "Brother, I'm Dying" is a memoir by Haitian-American author Edwidge Danticat that recounts her family's history, political turmoil in Haiti, and the tragic fate of her uncle in U.S. immigration custody.
  • 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_69d85a103d9081908c1ea6c4c73ac8e3 completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e00e504d8c8190ad6c565a31d1a9bd completed April 15, 2026, 10:16 p.m.
NED1 Entity disambiguation (via context triple) batch_69feef754c9c8190abdc1d08fd1511cd completed May 9, 2026, 8:25 a.m.
NEDg Description generation batch_69fef17e1b8481908600e8f2f60ebe98 completed May 9, 2026, 8:34 a.m.
NED2 Entity disambiguation (via description) batch_69fef1e8e41481908f2c8ebe1b1036fa completed May 9, 2026, 8:35 a.m.
Created at: April 10, 2026, 3:14 a.m.