Triple

T14633854
Position Surface form Disambiguated ID Type / Status
Subject At. Long. Last. A$AP E343550 entity
Predicate producer P490 FINISHED
Object Nez & Rio
Nez & Rio are a hip-hop production duo known for crafting atmospheric, hard-hitting beats for artists such as A$AP Rocky.
 E1110657 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: Nez & Rio | Statement: [At. Long. Last. A$AP, producer, Nez & Rio]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Nez & Rio
Context triple: [At. Long. Last. A$AP, producer, Nez & Rio]
  • A. Nez
    Nez is a music video director known for directing Bruno Mars' hit video "The Lazy Song."
  • B. Neyo
    Ne-Yo is an American R&B singer, songwriter, and record producer known for hits like "So Sick" and "Closer" and for writing songs for numerous major artists.
  • C. Nintu
    Nintu is a Mesopotamian mother goddess associated with childbirth, creation, and the formation of humankind.
  • D. Riri
    Riri is a diminutive form of the given name Henri, often used as an affectionate nickname.
  • E. Riri
    Riri is a character associated with the "Limbo" universe, likely serving as a notable figure or component within its narrative or world.
  • 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: Nez & Rio
Triple: [At. Long. Last. A$AP, producer, Nez & Rio]
Generated description
Nez & Rio are a hip-hop production duo known for crafting atmospheric, hard-hitting beats for artists such as A$AP Rocky.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Nez & Rio
Target entity description: Nez & Rio are a hip-hop production duo known for crafting atmospheric, hard-hitting beats for artists such as A$AP Rocky.
  • A. Nez
    Nez is a music video director known for directing Bruno Mars' hit video "The Lazy Song."
  • B. Neyo
    Ne-Yo is an American R&B singer, songwriter, and record producer known for hits like "So Sick" and "Closer" and for writing songs for numerous major artists.
  • C. Nintu
    Nintu is a Mesopotamian mother goddess associated with childbirth, creation, and the formation of humankind.
  • D. Riri
    Riri is a diminutive form of the given name Henri, often used as an affectionate nickname.
  • E. Riri
    Riri is a character associated with the "Limbo" universe, likely serving as a notable figure or component within its narrative or world.
  • 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_69d822dffc3c8190aa173b90761bffda completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69deb4aa7cb48190b008bd6b0e162c89 completed April 14, 2026, 9:42 p.m.
NED1 Entity disambiguation (via context triple) batch_69fda933937881909f3cf59fba878dfd completed May 8, 2026, 9:13 a.m.
NEDg Description generation batch_69fdb3efb4fc8190bca7469d89a66a85 completed May 8, 2026, 9:59 a.m.
NED2 Entity disambiguation (via description) batch_69fdb48b5ca08190be61da2fdb7dbce4 completed May 8, 2026, 10:01 a.m.
Created at: April 10, 2026, 1:26 a.m.