Triple

T5753982
Position Surface form Disambiguated ID Type / Status
Subject Black Star E126920 entity
Predicate recordLabel P1500 FINISHED
Object Luminary
Luminary is a record label associated with the influential hip-hop duo Black Star, known for its role in underground and conscious rap music.
 E544370 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: Luminary | Statement: [Black Star, recordLabel, Luminary]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Luminary
Context triple: [Black Star, recordLabel, Luminary]
  • A. The Luminous Darkness
    The Luminous Darkness is a theological and social reflection by Howard Thurman that explores race, spirituality, and the quest for reconciliation in a segregated America.
  • B. The Light
    The Light is a notable work by the rapper Common, showcasing his introspective lyricism and soulful, jazz-influenced hip-hop style.
  • C. The Light
    The Light is a chapter or section within the novel "Like Water for Chocolate," contributing to its blend of magical realism, romance, and culinary symbolism.
  • D. The Light
    The Light is a work by author W. Jeffrey, likely a novel or story centered on themes of illumination, revelation, or spiritual insight.
  • E. Firmament
    Firmament is the vast, arching expanse of sky or heavens often conceived in ancient cosmologies as a solid dome separating the earthly realm from the celestial.
  • 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: Luminary
Triple: [Black Star, recordLabel, Luminary]
Generated description
Luminary is a record label associated with the influential hip-hop duo Black Star, known for its role in underground and conscious rap music.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Luminary
Target entity description: Luminary is a record label associated with the influential hip-hop duo Black Star, known for its role in underground and conscious rap music.
  • A. The Luminous Darkness
    The Luminous Darkness is a theological and social reflection by Howard Thurman that explores race, spirituality, and the quest for reconciliation in a segregated America.
  • B. The Light
    The Light is a work by author W. Jeffrey, likely a novel or story centered on themes of illumination, revelation, or spiritual insight.
  • C. The Light
    The Light is a chapter or section within the novel "Like Water for Chocolate," contributing to its blend of magical realism, romance, and culinary symbolism.
  • D. The Light
    The Light is a notable work by the rapper Common, showcasing his introspective lyricism and soulful, jazz-influenced hip-hop style.
  • E. Firmament
    Firmament is the vast, arching expanse of sky or heavens often conceived in ancient cosmologies as a solid dome separating the earthly realm from the celestial.
  • 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_69c00832aedc81909899801b141fa3b4 completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c029032ba08190ae4062d74ab271ee completed March 22, 2026, 5:38 p.m.
NED1 Entity disambiguation (via context triple) batch_69c07e434aa88190b56e721c002d31b8 completed March 22, 2026, 11:41 p.m.
NEDg Description generation batch_69c08be0a25481908ae868b2364fcc68 completed March 23, 2026, 12:40 a.m.
NED2 Entity disambiguation (via description) batch_69c08c926fc88190a3a06081c1da364e completed March 23, 2026, 12:42 a.m.
Created at: March 22, 2026, 3:49 p.m.