Triple

T13793425
Position Surface form Disambiguated ID Type / Status
Subject Food & Liquor E331454 entity
Predicate featuresArtist P1952 FINISHED
Object Gemini
Gemini is a rapper best known for his guest appearances on Lupe Fiasco’s debut album "Food & Liquor."
E331463 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: Gemini | Statement: [Food & Liquor, featuresArtist, Gemini]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Gemini
Context triple: [Food & Liquor, featuresArtist, Gemini]
  • A. Gemini
    Gemini is a Tamil-language action film starring Vikram, known for its blend of crime drama and commercial entertainment.
  • B. Gemini
    Gemini is a U.S.-based cryptocurrency exchange and custodian known for its regulatory compliance and secure digital asset trading platform.
  • C. Gemini
    "Gemini" is a 2017 neo-noir mystery film starring Lola Kirke as a personal assistant entangled in a Hollywood murder investigation.
  • D. Gemini
    Gemini is a digital media brand owned by Oath Inc. (now part of Verizon Media), associated with its portfolio of online content and services.
  • E. Gemini
    Gemini is a prominent zodiac constellation in the northern sky, best known for its twin stars Castor and Pollux.
  • 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: Gemini
Triple: [Food & Liquor, featuresArtist, Gemini]
Generated description
Gemini is a rapper best known for his guest appearances on Lupe Fiasco’s debut album "Food & Liquor."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Gemini
Target entity description: Gemini is a rapper best known for his guest appearances on Lupe Fiasco’s debut album "Food & Liquor."
  • A. Gemini chosen
    Gemini is an American rapper known for his collaborations with Lupe Fiasco and contributions to Chicago's hip-hop scene.
  • B. Gemini
    Gemini is a 2017 studio album by American rapper Macklemore, known for its eclectic mix of hip hop, pop, and introspective tracks.
  • C. Gemini
    Gemini is a U.S.-based cryptocurrency exchange and custodian known for its regulatory compliance and secure digital asset trading platform.
  • D. Gemini
    "Gemini" is a jazz album by pianist and composer Erroll Garner, showcasing his distinctive, lyrical improvisational style.
  • E. Gemini
    Gemini is a Tamil-language action film starring Vikram, known for its blend of crime drama and commercial entertainment.
  • F. None of above.

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_69d81c58feb08190a77bca8bf7d6d20f completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de0258a1408190a837d17c6d6a2bd4 completed April 14, 2026, 9:01 a.m.
NED1 Entity disambiguation (via context triple) batch_69f7b083387081909c6f4beb0e12cf36 completed May 3, 2026, 8:30 p.m.
NEDg Description generation batch_69f7b14fe1cc8190b1a5f6f0e80b7e39 completed May 3, 2026, 8:34 p.m.
NED2 Entity disambiguation (via description) batch_69f7b20f67048190a641527353e3ff43 completed May 3, 2026, 8:37 p.m.
Created at: April 9, 2026, 10:11 p.m.