Triple

T12625624
Position Surface form Disambiguated ID Type / Status
Subject Ngozi Ezeonu E301504 entity
Predicate hasWorkedWith P9615 FINISHED
Object Zack Orji
Zack Orji is a veteran Nigerian actor and filmmaker, widely recognized as one of Nollywood’s pioneering leading men.
E993242 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: Zack Orji | Statement: [Ngozi Ezeonu, hasWorkedWith, Zack Orji]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Zack Orji
Context triple: [Ngozi Ezeonu, hasWorkedWith, Zack Orji]
  • A. Tegbo
    Tegbo is an alternative name for the Tafi language, a Ghanaian language spoken by the Tafi people in the Volta Region.
  • B. Zack Martin
    Zack Martin is a mischievous, fun-loving twin brother from the Disney Channel sitcoms "The Suite Life of Zack & Cody" and "The Suite Life on Deck."
  • C. Adrian Foster
    Adrian Foster is a Canadian municipal politician who serves as the long-time mayor of Clarington, Ontario.
  • D. Sam Bostic
    Sam Bostic is an American R&B and hip-hop producer and musician known for his work with prominent West Coast artists, including contributions to 2Pac’s classic album "Me Against the World."
  • E. Jalen McDaniels
    Jalen McDaniels is an American professional basketball player and versatile forward known for his collegiate career at San Diego State before entering the NBA.
  • 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: Zack Orji
Triple: [Ngozi Ezeonu, hasWorkedWith, Zack Orji]
Generated description
Zack Orji is a veteran Nigerian actor and filmmaker, widely recognized as one of Nollywood’s pioneering leading men.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Zack Orji
Target entity description: Zack Orji is a veteran Nigerian actor and filmmaker, widely recognized as one of Nollywood’s pioneering leading men.
  • A. Tegbo
    Tegbo is an alternative name for the Tafi language, a Ghanaian language spoken by the Tafi people in the Volta Region.
  • B. Zack Martin
    Zack Martin is a mischievous, fun-loving twin brother from the Disney Channel sitcoms "The Suite Life of Zack & Cody" and "The Suite Life on Deck."
  • C. Adrian Foster
    Adrian Foster is a Canadian municipal politician who serves as the long-time mayor of Clarington, Ontario.
  • D. Sam Bostic
    Sam Bostic is an American R&B and hip-hop producer and musician known for his work with prominent West Coast artists, including contributions to 2Pac’s classic album "Me Against the World."
  • E. Jalen McDaniels
    Jalen McDaniels is an American professional basketball player and versatile forward known for his collegiate career at San Diego State before entering the NBA.
  • 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_69d7bdeaf49c8190b13800111fa77ea3 completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d9610a897c8190a96f3c78d4b270a2 completed April 10, 2026, 8:43 p.m.
NED1 Entity disambiguation (via context triple) batch_69f65ed8d81c8190baed4292ce3a74a1 completed May 2, 2026, 8:30 p.m.
NEDg Description generation batch_69f661e72c2081909b90d849b0449605 completed May 2, 2026, 8:43 p.m.
NED2 Entity disambiguation (via description) batch_69f662695a348190b9911a19dfc9e779 completed May 2, 2026, 8:45 p.m.
Created at: April 9, 2026, 5:14 p.m.