Triple

T5753994
Position Surface form Disambiguated ID Type / Status
Subject Mos Def & Talib Kweli Are Black Star E126920 entity
Predicate producer P490 FINISHED
Object Ge-ology
Ge-ology is an American hip-hop producer and DJ known for his soulful, jazz-inflected beats and collaborations with influential underground artists.
E544374 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: Ge-ology | Statement: [Mos Def & Talib Kweli Are Black Star, producer, Ge-ology]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ge-ology
Context triple: [Mos Def & Talib Kweli Are Black Star, producer, Ge-ology]
  • A. Geology Museum
    The Geology Museum at Trinity College Dublin is a university museum showcasing extensive collections of rocks, minerals, fossils, and geological specimens used for research and teaching.
  • B. Dynamic Earth
    Dynamic Earth is an interactive earth sciences museum in Sudbury, Ontario, best known for its mining exhibits and the iconic Big Nickel landmark.
  • C. Dynamic Earth
    Dynamic Earth is an interactive science museum and visitor attraction in Edinburgh that explores the story of our planet, from the Big Bang to modern climate change.
  • D. GEOC
    GEOC is the commonly used abbreviation for the Division of Geochemistry, a professional group focused on the study of the chemical composition and processes of the Earth.
  • E. Geoje
    Geoje is a South Korean island city in South Gyeongsang Province known for its major shipbuilding industry and coastal scenery.
  • 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: Ge-ology
Triple: [Mos Def & Talib Kweli Are Black Star, producer, Ge-ology]
Generated description
Ge-ology is an American hip-hop producer and DJ known for his soulful, jazz-inflected beats and collaborations with influential underground artists.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ge-ology
Target entity description: Ge-ology is an American hip-hop producer and DJ known for his soulful, jazz-inflected beats and collaborations with influential underground artists.
  • A. Geology Museum
    The Geology Museum at Trinity College Dublin is a university museum showcasing extensive collections of rocks, minerals, fossils, and geological specimens used for research and teaching.
  • B. Dynamic Earth
    Dynamic Earth is an interactive earth sciences museum in Sudbury, Ontario, best known for its mining exhibits and the iconic Big Nickel landmark.
  • C. Dynamic Earth
    Dynamic Earth is an interactive science museum and visitor attraction in Edinburgh that explores the story of our planet, from the Big Bang to modern climate change.
  • D. GEOC
    GEOC is the commonly used abbreviation for the Division of Geochemistry, a professional group focused on the study of the chemical composition and processes of the Earth.
  • E. Geoje
    Geoje is a South Korean island city in South Gyeongsang Province known for its major shipbuilding industry and coastal scenery.
  • 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.