Triple

T3154115
Position Surface form Disambiguated ID Type / Status
Subject Lupe Fiasco E65943 entity
Predicate associatedAct P37 FINISHED
Object Gemini
Gemini is an American rapper known for his collaborations with Lupe Fiasco and contributions to Chicago's hip-hop scene.
 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: [Lupe Fiasco, associatedAct, Gemini]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Gemini
Context triple: [Lupe Fiasco, associatedAct, Gemini]
  • A. 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.
  • B. Gemini
    Gemini is a prominent zodiac constellation in the northern sky, best known for its twin stars Castor and Pollux.
  • C. Gemini
    "Gemini" is a jazz album by pianist and composer Erroll Garner, showcasing his distinctive, lyrical improvisational style.
  • D. Adrestia
    Adrestia is a lesser-known Greek goddess associated with revolt, retribution, and the balance between war and peace.
  • E. Juno
    Juno is the ancient Roman queen of the gods, associated with marriage, childbirth, and the protection of the state.
  • 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: [Lupe Fiasco, associatedAct, Gemini]
Generated description
Gemini is an American rapper known for his collaborations with Lupe Fiasco and contributions to Chicago's hip-hop scene.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Gemini
Target entity description: Gemini is an American rapper known for his collaborations with Lupe Fiasco and contributions to Chicago's hip-hop scene.
  • A. 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.
  • B. Gemini
    Gemini is a prominent zodiac constellation in the northern sky, best known for its twin stars Castor and Pollux.
  • C. Gemini
    "Gemini" is a jazz album by pianist and composer Erroll Garner, showcasing his distinctive, lyrical improvisational style.
  • D. Adrestia
    Adrestia is a lesser-known Greek goddess associated with revolt, retribution, and the balance between war and peace.
  • E. Juno
    Juno is the ancient Roman queen of the gods, associated with marriage, childbirth, and the protection of the state.
  • 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_69ad8584485081909ed529e890cadc4a completed March 8, 2026, 2:19 p.m.
NER Named-entity recognition batch_69ada5e7f4688190b477186254f8a572 completed March 8, 2026, 4:38 p.m.
NED1 Entity disambiguation (via context triple) batch_69b22503ba208190814ab2bfbe380c42 completed March 12, 2026, 2:29 a.m.
NEDg Description generation batch_69b225ee67c48190879edf50981641ab completed March 12, 2026, 2:33 a.m.
NED2 Entity disambiguation (via description) batch_69b22659f79c81908f33769dff3cc57d completed March 12, 2026, 2:35 a.m.
Created at: March 8, 2026, 3:05 p.m.