Triple

T16640415
Position Surface form Disambiguated ID Type / Status
Subject Tammy (Ocean's 8) E404317 entity
Predicate worksWith P398 FINISHED
Object Constance (Ocean's 8)
Constance is a skilled street hustler and pickpocket recruited as part of Debbie Ocean’s all-female heist crew in the film "Ocean’s 8."
 E1227164 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: Constance (Ocean's 8) | Statement: [Tammy (Ocean's 8), worksWith, Constance (Ocean's 8)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Constance (Ocean's 8)
Context triple: [Tammy (Ocean's 8), worksWith, Constance (Ocean's 8)]
  • A. Lou (Ocean's 8)
    Lou is a cool-headed, resourceful con artist and Debbie Ocean’s trusted right-hand partner in the heist crew of the film "Ocean’s 8."
  • B. Amita (Ocean's 8)
    Amita is a skilled jeweler and member of Debbie Ocean's all-female heist crew in the film "Ocean's 8."
  • C. Gaby Basset
    Gaby Basset was a French actress known for her supporting roles in mid-20th-century French cinema and her marriage to actor Jean Gabin.
  • D. Rebecca Vest
    Rebecca Vest is known as the wife of the late Charles M. Vest, the former president of the Massachusetts Institute of Technology.
  • E. Mary Coddington
    Mary Coddington was the wife of colonial merchant and politician William Trent, associated with early 18th-century Pennsylvania and New Jersey society.
  • 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: Constance (Ocean's 8)
Triple: [Tammy (Ocean's 8), worksWith, Constance (Ocean's 8)]
Generated description
Constance is a skilled street hustler and pickpocket recruited as part of Debbie Ocean’s all-female heist crew in the film "Ocean’s 8."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Constance (Ocean's 8)
Target entity description: Constance is a skilled street hustler and pickpocket recruited as part of Debbie Ocean’s all-female heist crew in the film "Ocean’s 8."
  • A. Lou (Ocean's 8)
    Lou is a cool-headed, resourceful con artist and Debbie Ocean’s trusted right-hand partner in the heist crew of the film "Ocean’s 8."
  • B. Amita (Ocean's 8)
    Amita is a skilled jeweler and member of Debbie Ocean's all-female heist crew in the film "Ocean's 8."
  • C. Gaby Basset
    Gaby Basset was a French actress known for her supporting roles in mid-20th-century French cinema and her marriage to actor Jean Gabin.
  • D. Rebecca Vest
    Rebecca Vest is known as the wife of the late Charles M. Vest, the former president of the Massachusetts Institute of Technology.
  • E. Mary Coddington
    Mary Coddington was the wife of colonial merchant and politician William Trent, associated with early 18th-century Pennsylvania and New Jersey society.
  • 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_69d8838a41f08190b0c3f79c47df5078 completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e37ad0e5408190aef8b5577be73057 completed April 18, 2026, 12:36 p.m.
NED1 Entity disambiguation (via context triple) batch_6a008a2ce64c8190970c86b729a6ff83 completed May 10, 2026, 1:37 p.m.
NEDg Description generation batch_6a008b001c988190b0ddec3be0ed6fd0 completed May 10, 2026, 1:41 p.m.
NED2 Entity disambiguation (via description) batch_6a008ba8227881908b1ac6e30d2e7c32 completed May 10, 2026, 1:44 p.m.
Created at: April 10, 2026, 5:18 a.m.