Triple

T23191137
Position Surface form Disambiguated ID Type / Status
Subject Keke Wyatt E579735 entity
Predicate spouse P13 FINISHED
Object Zackariah Darring
Zackariah Darring is an American man best known for being the husband of R&B singer and reality television personality Keke Wyatt.
E1573786 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: Zackariah Darring | Statement: [Keke Wyatt, spouse, Zackariah Darring]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Zackariah Darring
Context triple: [Keke Wyatt, spouse, Zackariah Darring]
  • A. Darel Zachary
    Darel Zachary is the namesake of the city of Zachary in Louisiana, likely an early local landowner or prominent figure in the area’s history.
  • B. Zach Rogue
    Zach Rogue is an American musician best known as the lead singer, guitarist, and primary songwriter of the indie rock band Rogue Wave.
  • C. Zeek Holt
    Zeek Holt is a member of the Braverman family from the television series "Parenthood," appearing as a grandchild in the show's multigenerational storyline.
  • D. Isaac Zane
    Isaac Zane was an early American settler and frontiersman whose influence in the region led to the Ohio village of Zanesfield being named in his honor.
  • E. Ezekiel Cobb
    Ezekiel Cobb is the naive small-town protagonist of the 1912 novel "The Cat's-Paw," whose unwitting involvement in big-city politics drives the story's satirical plot.
  • 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: Zackariah Darring
Triple: [Keke Wyatt, spouse, Zackariah Darring]
Generated description
Zackariah Darring is an American man best known for being the husband of R&B singer and reality television personality Keke Wyatt.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Zackariah Darring
Target entity description: Zackariah Darring is an American man best known for being the husband of R&B singer and reality television personality Keke Wyatt.
  • A. Darel Zachary
    Darel Zachary is the namesake of the city of Zachary in Louisiana, likely an early local landowner or prominent figure in the area’s history.
  • B. Zach Rogue
    Zach Rogue is an American musician best known as the lead singer, guitarist, and primary songwriter of the indie rock band Rogue Wave.
  • C. Zeek Holt
    Zeek Holt is a member of the Braverman family from the television series "Parenthood," appearing as a grandchild in the show's multigenerational storyline.
  • D. Isaac Zane
    Isaac Zane was an early American settler and frontiersman whose influence in the region led to the Ohio village of Zanesfield being named in his honor.
  • E. Ezekiel Cobb
    Ezekiel Cobb is the naive small-town protagonist of the 1912 novel "The Cat's-Paw," whose unwitting involvement in big-city politics drives the story's satirical plot.
  • 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_69e24600eed08190bd7e5295653a1503 completed April 17, 2026, 2:38 p.m.
NER Named-entity recognition batch_69f18fd777c08190bf79e38844fedf27 completed April 29, 2026, 4:57 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c30ba98348190ba810aaaeb7abb84 completed May 19, 2026, 9:43 a.m.
NEDg Description generation batch_6a0c336753ac819085038351f38039d8 completed May 19, 2026, 9:54 a.m.
NED2 Entity disambiguation (via description) batch_6a0c341aead08190955638f4ce8c1c32 completed May 19, 2026, 9:57 a.m.
Created at: April 17, 2026, 4:05 p.m.