Triple

T14635697
Position Surface form Disambiguated ID Type / Status
Subject Medicine for Melancholy E343600 entity
Predicate hasCastMember P2308 FINISHED
Object Tracey Heggins
Tracey Heggins is an American actress best known for her leading role in the independent romantic drama film "Medicine for Melancholy."
E1153962 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: Tracey Heggins | Statement: [Medicine for Melancholy, hasCastMember, Tracey Heggins]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Tracey Heggins
Context triple: [Medicine for Melancholy, hasCastMember, Tracey Heggins]
  • A. Tracey Needham
    Tracey Needham is an American actress best known for her television roles on series such as "Life Goes On," "JAG," and "The Division."
  • B. Tracie Simpson
    Tracie Simpson is a British television producer best known for her work on the long-running science fiction series Doctor Who.
  • C. Tracey Walter
    Tracey Walter is an American character actor known for his quirky, offbeat supporting roles in films such as "Repo Man," "Batman" (1989), and numerous collaborations with director Jonathan Demme.
  • D. 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.
  • E. Tracey Childs
    Tracey Childs is a British actress known for her work in television, theatre, and film, including period dramas and popular UK series.
  • 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: Tracey Heggins
Triple: [Medicine for Melancholy, hasCastMember, Tracey Heggins]
Generated description
Tracey Heggins is an American actress best known for her leading role in the independent romantic drama film "Medicine for Melancholy."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Tracey Heggins
Target entity description: Tracey Heggins is an American actress best known for her leading role in the independent romantic drama film "Medicine for Melancholy."
  • A. Tracey Needham
    Tracey Needham is an American actress best known for her television roles on series such as "Life Goes On," "JAG," and "The Division."
  • B. Tracie Simpson
    Tracie Simpson is a British television producer best known for her work on the long-running science fiction series Doctor Who.
  • C. Tracey Walter
    Tracey Walter is an American character actor known for his quirky, offbeat supporting roles in films such as "Repo Man," "Batman" (1989), and numerous collaborations with director Jonathan Demme.
  • D. 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.
  • E. Tracey Childs
    Tracey Childs is a British actress known for her work in television, theatre, and film, including period dramas and popular UK series.
  • 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_69d822dffc3c8190aa173b90761bffda completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69deb4ab9578819085b4cf7244d30d87 completed April 14, 2026, 9:42 p.m.
NED1 Entity disambiguation (via context triple) batch_69ff13322c548190bac21db2bfa56ee9 completed May 9, 2026, 10:57 a.m.
NEDg Description generation batch_69ff14042ce8819084817836b096f175 completed May 9, 2026, 11:01 a.m.
NED2 Entity disambiguation (via description) batch_69ff14745a8c81909b10d6b21b88b50b completed May 9, 2026, 11:03 a.m.
Created at: April 10, 2026, 1:26 a.m.