Triple

T9131150
Position Surface form Disambiguated ID Type / Status
Subject Dora Milaje E219087 entity
Predicate notableMember P10 FINISHED
Object Ayo
Ayo is a skilled Wakandan warrior and prominent member of the Dora Milaje in Marvel's Black Panther universe.
 E778386 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: Ayo | Statement: [Dora Milaje, notableMember, Ayo]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ayo
Context triple: [Dora Milaje, notableMember, Ayo]
  • A. Ayo
    Ayo is a 2014 studio album by Nigerian singer Wizkid that helped solidify his status as a leading figure in contemporary Afrobeats.
  • B. Ayo B
    Ayo B is a writer known for work that explores themes of greatness and personal achievement.
  • C. AyoAA
    AyoAA is a music producer known for crafting tracks such as those featured on the project "Off the Grid."
  • D. Ayo (album)
    Ayo is the second studio album by Nigerian artist Wizkid, featuring the hit single "Ojuelegba" and blending Afrobeats with contemporary pop influences.
  • E. Aye
    "Aye" is a hit Afrobeat love song by Nigerian singer Davido, released in 2014 and widely recognized across Africa.
  • 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: Ayo
Triple: [Dora Milaje, notableMember, Ayo]
Generated description
Ayo is a skilled Wakandan warrior and prominent member of the Dora Milaje in Marvel's Black Panther universe.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ayo
Target entity description: Ayo is a skilled Wakandan warrior and prominent member of the Dora Milaje in Marvel's Black Panther universe.
  • A. Ayo
    Ayo is a 2014 studio album by Nigerian singer Wizkid that helped solidify his status as a leading figure in contemporary Afrobeats.
  • B. Ayo B
    Ayo B is a writer known for work that explores themes of greatness and personal achievement.
  • C. AyoAA
    AyoAA is a music producer known for crafting tracks such as those featured on the project "Off the Grid."
  • D. Ayo (album)
    Ayo is the second studio album by Nigerian artist Wizkid, featuring the hit single "Ojuelegba" and blending Afrobeats with contemporary pop influences.
  • E. Aye
    "Aye" is a hit Afrobeat love song by Nigerian singer Davido, released in 2014 and widely recognized across Africa.
  • 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_69ca83debfc0819095800583e97ab10f completed March 30, 2026, 2:08 p.m.
NER Named-entity recognition batch_69cca8ceea6c81909f368f12dac1649c completed April 1, 2026, 5:10 a.m.
NED1 Entity disambiguation (via context triple) batch_69d030aee3cc81908e883c0bc399fb96 completed April 3, 2026, 9:27 p.m.
NEDg Description generation batch_69d0318faa408190bb02838ae0dea710 completed April 3, 2026, 9:30 p.m.
NED2 Entity disambiguation (via description) batch_69d032451450819089949cf4c0039463 completed April 3, 2026, 9:33 p.m.
Created at: March 30, 2026, 7:18 p.m.