Triple

T12258915
Position Surface form Disambiguated ID Type / Status
Subject More Love, Less Ego E292170 entity
Predicate producer P490 FINISHED
Object Kofo
Kofo is a music producer known for working on Wizkid’s album "More Love, Less Ego."
E973001 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: Kofo | Statement: [More Love, Less Ego, producer, Kofo]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Kofo
Context triple: [More Love, Less Ego, producer, Kofo]
  • A. Kobaton
    Kobaton is the official bird-themed mascot character of Japan’s Saitama Prefecture, designed to promote the region and appear at local events and campaigns.
  • B. Koibal
    Koibal is an extinct Samoyedic language formerly spoken by the Koibal people in southern Siberia, Russia.
  • C. Koza
    Koza was the former name of what is now Okinawa City, a major urban center on Japan’s Okinawa Island known for its close historical ties to nearby U.S. military bases.
  • D. Okobo
    Okobo are a subgroup of the Oron people of southeastern Nigeria, known for their distinct language, cultural practices, and coastal riverine settlements in Akwa Ibom State.
  • E. Kotu
    Kotu is a small inhabited island in the Haʻapai group of the Kingdom of Tonga, known for its traditional Tongan village life and remote, low-lying coral landscape.
  • 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: Kofo
Triple: [More Love, Less Ego, producer, Kofo]
Generated description
Kofo is a music producer known for working on Wizkid’s album "More Love, Less Ego."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Kofo
Target entity description: Kofo is a music producer known for working on Wizkid’s album "More Love, Less Ego."
  • A. Kobaton
    Kobaton is the official bird-themed mascot character of Japan’s Saitama Prefecture, designed to promote the region and appear at local events and campaigns.
  • B. Koibal
    Koibal is an extinct Samoyedic language formerly spoken by the Koibal people in southern Siberia, Russia.
  • C. Koza
    Koza was the former name of what is now Okinawa City, a major urban center on Japan’s Okinawa Island known for its close historical ties to nearby U.S. military bases.
  • D. Okobo
    Okobo are a subgroup of the Oron people of southeastern Nigeria, known for their distinct language, cultural practices, and coastal riverine settlements in Akwa Ibom State.
  • E. Kotu
    Kotu is a small inhabited island in the Haʻapai group of the Kingdom of Tonga, known for its traditional Tongan village life and remote, low-lying coral landscape.
  • 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_69d6ab6856488190b5d31178d5015f8e completed April 8, 2026, 7:24 p.m.
NER Named-entity recognition batch_69d91ccadc3c81908fe68adc3fdcc851 completed April 10, 2026, 3:52 p.m.
NED1 Entity disambiguation (via context triple) batch_69f60abfc8588190ab9300c6e5e59092 completed May 2, 2026, 2:31 p.m.
NEDg Description generation batch_69f61a13fd1481908a06ca65b276e0e1 completed May 2, 2026, 3:36 p.m.
NED2 Entity disambiguation (via description) batch_69f61ad2bd0c8190ada37bc1f8ae160f completed May 2, 2026, 3:40 p.m.
Created at: April 8, 2026, 9:52 p.m.