Triple

T23446842
Position Surface form Disambiguated ID Type / Status
Subject Case of the Ex E565560 entity
Predicate writer P1360 FINISHED
Object Traci Hale
Traci Hale is an American songwriter best known for penning R&B and pop hits for artists such as Mýa and Rihanna.
E1589676 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: Traci Hale | Statement: [Case of the Ex, writer, Traci Hale]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Traci Hale
Context triple: [Case of the Ex, writer, Traci Hale]
  • A. Traci Abbott
    Traci Abbott is a long-running fictional character on the soap opera "The Young and the Restless," known as the warm-hearted, artistic member of the Abbott family.
  • B. Traci Lind
    Traci Lind is an American former film and television actress known for roles in movies such as "Fright Night Part 2," "My Boyfriend's Back," and "Class of 1999."
  • C. Traci Wolfe
    Traci Wolfe is an American actress best known for playing Rianne Murtaugh, the daughter of Danny Glover’s character, in the Lethal Weapon film series.
  • D. Tracie Simpson
    Tracie Simpson is a British television producer best known for her work on the long-running science fiction series Doctor Who.
  • E. Tracey Heggins
    Tracey Heggins is an American actress best known for her leading role in the independent romantic drama film "Medicine for Melancholy."
  • 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: Traci Hale
Triple: [Case of the Ex, writer, Traci Hale]
Generated description
Traci Hale is an American songwriter best known for penning R&B and pop hits for artists such as Mýa and Rihanna.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Traci Hale
Target entity description: Traci Hale is an American songwriter best known for penning R&B and pop hits for artists such as Mýa and Rihanna.
  • A. Traci Abbott
    Traci Abbott is a long-running fictional character on the soap opera "The Young and the Restless," known as the warm-hearted, artistic member of the Abbott family.
  • B. Traci Lind
    Traci Lind is an American former film and television actress known for roles in movies such as "Fright Night Part 2," "My Boyfriend's Back," and "Class of 1999."
  • C. Traci Wolfe
    Traci Wolfe is an American actress best known for playing Rianne Murtaugh, the daughter of Danny Glover’s character, in the Lethal Weapon film series.
  • D. Tracie Simpson
    Tracie Simpson is a British television producer best known for her work on the long-running science fiction series Doctor Who.
  • E. Tracey Heggins
    Tracey Heggins is an American actress best known for her leading role in the independent romantic drama film "Medicine for Melancholy."
  • 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_69e24584f9488190bb32730bd2ce023e completed April 17, 2026, 2:36 p.m.
NER Named-entity recognition batch_69f1a649f7e8819080aeb120afd57aad completed April 29, 2026, 6:33 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c824ce7988190b82d8878b7c717c1 completed May 19, 2026, 3:31 p.m.
NEDg Description generation batch_6a0ca6eee2f48190b4e03039c4c96abe completed May 19, 2026, 6:07 p.m.
NED2 Entity disambiguation (via description) batch_6a0ca819f6dc8190852bb3c06768ac5a completed May 19, 2026, 6:12 p.m.
Created at: April 17, 2026, 5:51 p.m.