Triple

T16640412
Position Surface form Disambiguated ID Type / Status
Subject Tammy (Ocean's 8) E404317 entity
Predicate worksWith P398 FINISHED
Object 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."
E1224348 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: Lou (Ocean's 8) | Statement: [Tammy (Ocean's 8), worksWith, Lou (Ocean's 8)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Lou (Ocean's 8)
Context triple: [Tammy (Ocean's 8), worksWith, Lou (Ocean's 8)]
  • A. Charlize
    Charlize is a feminine given name, most famously borne by South African–born actress and producer Charlize Theron.
  • B. Angelina
    Angelina is the given name of Princess Angeline, the eldest daughter of Chief Seattle and a notable figure in Seattle’s early history.
  • C. Angelina
    Angelina is the kind-hearted heroine and title character of Rossini’s opera "La Cenerentola," a Cinderella-like figure who rises from servitude to happiness through virtue and forgiveness.
  • D. 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.
  • E. Elle Driver
    Elle Driver is a ruthless, one-eyed assassin in Quentin Tarantino's Kill Bill saga, known for her lethal skill, volatile temperament, and rivalry with the Bride.
  • 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: Lou (Ocean's 8)
Triple: [Tammy (Ocean's 8), worksWith, Lou (Ocean's 8)]
Generated description
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."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Lou (Ocean's 8)
Target entity description: 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."
  • A. Charlize
    Charlize is a feminine given name, most famously borne by South African–born actress and producer Charlize Theron.
  • B. Angelina
    Angelina is the given name of Princess Angeline, the eldest daughter of Chief Seattle and a notable figure in Seattle’s early history.
  • C. Angelina
    Angelina is the kind-hearted heroine and title character of Rossini’s opera "La Cenerentola," a Cinderella-like figure who rises from servitude to happiness through virtue and forgiveness.
  • D. 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.
  • E. Elle Driver
    Elle Driver is a ruthless, one-eyed assassin in Quentin Tarantino's Kill Bill saga, known for her lethal skill, volatile temperament, and rivalry with the Bride.
  • 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_6a007dc41638819090e967ade46d35a4 completed May 10, 2026, 12:44 p.m.
NEDg Description generation batch_6a007e28aee48190873c76743aa1778e completed May 10, 2026, 12:46 p.m.
NED2 Entity disambiguation (via description) batch_6a007f3bf6e081908554238d069d9abc completed May 10, 2026, 12:51 p.m.
Created at: April 10, 2026, 5:18 a.m.