Triple

T22652936
Position Surface form Disambiguated ID Type / Status
Subject InI E559141 entity
Predicate hasMember P10 FINISHED
Object Grap Luva
Grap Luva is an American hip-hop MC and producer known for his work with the group InI and his close association with Pete Rock.
E1547708 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: Grap Luva | Statement: [InI, hasMember, Grap Luva]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Grap Luva
Context triple: [InI, hasMember, Grap Luva]
  • A. Gravia
    Gravia is a village in central Greece known for its mountainous surroundings and proximity to Mount Giona.
  • B. Guapira
    Guapira is a genus of flowering plants in the four o'clock family, comprising mostly tropical American trees and shrubs.
  • C. The Grind
    "The Grind" is a song by Erykah Badu from her neo-soul/hip-hop-influenced album *Worldwide Underground*.
  • D. The Grind
    "The Grind" is a blues-rock track by Aerosmith featured on their 2004 cover album *Honkin' on Bobo*.
  • E. Gabato
    Gabato is a comedic, well-meaning helicopter pilot and devoted father who accompanies the protagonists on their perilous adventure in the film "Journey 2: The Mysterious Island."
  • 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: Grap Luva
Triple: [InI, hasMember, Grap Luva]
Generated description
Grap Luva is an American hip-hop MC and producer known for his work with the group InI and his close association with Pete Rock.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Grap Luva
Target entity description: Grap Luva is an American hip-hop MC and producer known for his work with the group InI and his close association with Pete Rock.
  • A. Gravia
    Gravia is a village in central Greece known for its mountainous surroundings and proximity to Mount Giona.
  • B. Guapira
    Guapira is a genus of flowering plants in the four o'clock family, comprising mostly tropical American trees and shrubs.
  • C. The Grind
    "The Grind" is a song by Erykah Badu from her neo-soul/hip-hop-influenced album *Worldwide Underground*.
  • D. The Grind
    "The Grind" is a blues-rock track by Aerosmith featured on their 2004 cover album *Honkin' on Bobo*.
  • E. Gabato
    Gabato is a comedic, well-meaning helicopter pilot and devoted father who accompanies the protagonists on their perilous adventure in the film "Journey 2: The Mysterious Island."
  • 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_69e245489dd88190b1f674acf61c8769 completed April 17, 2026, 2:35 p.m.
NER Named-entity recognition batch_69f1703d7d648190aafe275cd04c47cf completed April 29, 2026, 2:43 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0b58689074819081320f1e92e4bd8f completed May 18, 2026, 6:20 p.m.
NEDg Description generation batch_6a0b6f5e95ec81909197b2dbca88d7df completed May 18, 2026, 7:58 p.m.
NED2 Entity disambiguation (via description) batch_6a0b7032e5f48190ada4ef53a71716a6 completed May 18, 2026, 8:01 p.m.
Created at: April 17, 2026, 3:06 p.m.