Triple

T16993269
Position Surface form Disambiguated ID Type / Status
Subject Full Force E412245 entity
Predicate associatedAct P37 FINISHED
Object UTFO
UTFO was an American hip hop group from the 1980s best known for their hit single "Roxanne, Roxanne" and their role in the early "Roxanne Wars" rap battles.
E1244024 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: UTFO | Statement: [Full Force, associatedAct, UTFO]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: UTFO
Context triple: [Full Force, associatedAct, UTFO]
  • A. Dryfoos
    Dryfoos is a surname most notably associated with Orvil E. Dryfoos, a former publisher of The New York Times.
  • B. Ronastack
    Ronastack is a coastal feature or locality situated within the Northmavine area of Shetland, Scotland.
  • C. Umphreaks
    Umphreaks are the dedicated fan community of the American jam band Umphrey's McGee, known for their enthusiasm, live show trading, and active participation in the band's culture.
  • D. Furiani
    Furiani is a commune on the French Mediterranean island of Corsica, known for its proximity to Bastia and its coastal setting.
  • E. Boxhead Ensemble
    Boxhead Ensemble is an experimental music collective known for its atmospheric, improvisational soundtracks blending post-rock, ambient, and avant-garde elements.
  • 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: UTFO
Triple: [Full Force, associatedAct, UTFO]
Generated description
UTFO was an American hip hop group from the 1980s best known for their hit single "Roxanne, Roxanne" and their role in the early "Roxanne Wars" rap battles.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: UTFO
Target entity description: UTFO was an American hip hop group from the 1980s best known for their hit single "Roxanne, Roxanne" and their role in the early "Roxanne Wars" rap battles.
  • A. Dryfoos
    Dryfoos is a surname most notably associated with Orvil E. Dryfoos, a former publisher of The New York Times.
  • B. Ronastack
    Ronastack is a coastal feature or locality situated within the Northmavine area of Shetland, Scotland.
  • C. Umphreaks
    Umphreaks are the dedicated fan community of the American jam band Umphrey's McGee, known for their enthusiasm, live show trading, and active participation in the band's culture.
  • D. Furiani
    Furiani is a commune on the French Mediterranean island of Corsica, known for its proximity to Bastia and its coastal setting.
  • E. Boxhead Ensemble
    Boxhead Ensemble is an experimental music collective known for its atmospheric, improvisational soundtracks blending post-rock, ambient, and avant-garde elements.
  • 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_69d886cb581c8190ab05f4b429c9cd85 completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3d28535788190bdfcb6201a9024b5 completed April 18, 2026, 6:50 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00dc16fbdc819095411a056b9942c3 completed May 10, 2026, 7:27 p.m.
NEDg Description generation batch_6a00dc96a9588190b020fd7fd1deee2b completed May 10, 2026, 7:29 p.m.
NED2 Entity disambiguation (via description) batch_6a0114e04e00819093805024f8417fad completed May 10, 2026, 11:29 p.m.
Created at: April 10, 2026, 5:32 a.m.