Triple

T6463535
Position Surface form Disambiguated ID Type / Status
Subject Belly E142177 entity
Predicate hasCastMember P2308 FINISHED
Object Taral Hicks
Taral Hicks is an American actress and singer best known for her roles in 1990s films and television, including her breakout performance in the crime drama "A Bronx Tale."
E598312 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: Taral Hicks | Statement: [Belly, hasCastMember, Taral Hicks]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Taral Hicks
Context triple: [Belly, hasCastMember, Taral Hicks]
  • A. Kelly Tarlton
    Kelly Tarlton was a New Zealand marine archaeologist and diver best known for pioneering underwater attractions and founding the iconic Auckland aquarium that bears his name.
  • B. Zahn McClarnon
    Zahn McClarnon is a Native American actor known for his intense, nuanced performances in television series such as "Longmire," "Westworld," "Reservation Dogs," and Marvel's "Hawkeye."
  • C. Kay Nelson
    Kay Nelson was a Hollywood costume designer known for her work on classic films of the 1940s.
  • D. Michele Hollister
    Michele Hollister is a film editor known for her work on the 1999 drama film "Sunshine."
  • E. Pat Tilley
    Pat Tilley is a former American football wide receiver best known for his productive NFL career with the St. Louis Cardinals in the 1970s and early 1980s.
  • 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: Taral Hicks
Triple: [Belly, hasCastMember, Taral Hicks]
Generated description
Taral Hicks is an American actress and singer best known for her roles in 1990s films and television, including her breakout performance in the crime drama "A Bronx Tale."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Taral Hicks
Target entity description: Taral Hicks is an American actress and singer best known for her roles in 1990s films and television, including her breakout performance in the crime drama "A Bronx Tale."
  • A. Kelly Tarlton
    Kelly Tarlton was a New Zealand marine archaeologist and diver best known for pioneering underwater attractions and founding the iconic Auckland aquarium that bears his name.
  • B. Zahn McClarnon
    Zahn McClarnon is a Native American actor known for his intense, nuanced performances in television series such as "Longmire," "Westworld," "Reservation Dogs," and Marvel's "Hawkeye."
  • C. Kay Nelson
    Kay Nelson was a Hollywood costume designer known for her work on classic films of the 1940s.
  • D. Michele Hollister
    Michele Hollister is a film editor known for her work on the 1999 drama film "Sunshine."
  • E. Pat Tilley
    Pat Tilley is a former American football wide receiver best known for his productive NFL career with the St. Louis Cardinals in the 1970s and early 1980s.
  • 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_69c008d3bf4c8190bcf798c5ba9d6fb3 completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c069f9b58081909412b9da753b9285 completed March 22, 2026, 10:15 p.m.
NED1 Entity disambiguation (via context triple) batch_69c669e06d088190baf3b220bd3bc56c completed March 27, 2026, 11:28 a.m.
NEDg Description generation batch_69c670d1f55081909b53da5fc57f516e completed March 27, 2026, 11:58 a.m.
NED2 Entity disambiguation (via description) batch_69c67161e2e88190918e03f88e88508f completed March 27, 2026, noon
Created at: March 22, 2026, 4:49 p.m.