Triple

T3295181
Position Surface form Disambiguated ID Type / Status
Subject Freddie Gibbs E69196 entity
Predicate associatedAct P37 FINISHED
Object MadGibbs
MadGibbs is the collaborative hip-hop duo of rapper Freddie Gibbs and producer Madlib, known for their critically acclaimed, sample-heavy, and lyrically dense projects.
 E343988 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: MadGibbs | Statement: [Freddie Gibbs, associatedAct, MadGibbs]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: MadGibbs
Context triple: [Freddie Gibbs, associatedAct, MadGibbs]
  • A. Gibbs
    Gibbs is a common English surname borne by various notable individuals across fields such as sports, science, and entertainment.
  • B. Gibb
    Gibb is the surname of Barry Gibb, the British-Australian singer, songwriter, and co-founder of the Bee Gees.
  • C. Gabbs
    Gabbs is a small, remote town in central Nevada known historically for its mining activities and desert surroundings.
  • D. GIB
    GIB is the IATA airport code for Gibraltar International Airport, which serves the British Overseas Territory of Gibraltar.
  • E. Gebbia
    Gebbia is the surname of Joe Gebbia, the American designer and entrepreneur best known as a co-founder of Airbnb.
  • 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: MadGibbs
Triple: [Freddie Gibbs, associatedAct, MadGibbs]
Generated description
MadGibbs is the collaborative hip-hop duo of rapper Freddie Gibbs and producer Madlib, known for their critically acclaimed, sample-heavy, and lyrically dense projects.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: MadGibbs
Target entity description: MadGibbs is the collaborative hip-hop duo of rapper Freddie Gibbs and producer Madlib, known for their critically acclaimed, sample-heavy, and lyrically dense projects.
  • A. Gibbs
    Gibbs is a common English surname borne by various notable individuals across fields such as sports, science, and entertainment.
  • B. Gibb
    Gibb is the surname of Barry Gibb, the British-Australian singer, songwriter, and co-founder of the Bee Gees.
  • C. Gabbs
    Gabbs is a small, remote town in central Nevada known historically for its mining activities and desert surroundings.
  • D. GIB
    GIB is the IATA airport code for Gibraltar International Airport, which serves the British Overseas Territory of Gibraltar.
  • E. Gebbia
    Gebbia is the surname of Joe Gebbia, the American designer and entrepreneur best known as a co-founder of Airbnb.
  • 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_69ad859e529c8190a404273f53cb487d completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adb077c60c81909782be5202ce5a43 completed March 8, 2026, 5:23 p.m.
NED1 Entity disambiguation (via context triple) batch_69b2e86b8e04819091f4a4ae6d6a87ad completed March 12, 2026, 4:23 p.m.
NEDg Description generation batch_69b2e8f78a088190b6f152d605c26ac2 completed March 12, 2026, 4:25 p.m.
NED2 Entity disambiguation (via description) batch_69b2e954ec18819096f31feb9e985b6a completed March 12, 2026, 4:27 p.m.
Created at: March 8, 2026, 3:10 p.m.