Triple

T1805855
Position Surface form Disambiguated ID Type / Status
Subject Ocean's Twelve E40216 entity
Predicate character P662 FINISHED
Object Isabel Lahiri
Isabel Lahiri is a skilled Europol detective and Rusty Ryan’s former lover who pursues Danny Ocean’s crew in the heist film "Ocean’s Twelve."
 E201159 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: Isabel Lahiri | Statement: [Ocean's Twelve, character, Isabel Lahiri]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Isabel Lahiri
Context triple: [Ocean's Twelve, character, Isabel Lahiri]
  • A. Jhumpa Lahiri
    Jhumpa Lahiri is a Pulitzer Prize–winning author known for her nuanced portrayals of the Indian-American immigrant experience and themes of identity, displacement, and cultural conflict.
  • B. Kiran Desai
    Kiran Desai is an Indian author best known for her acclaimed novel "The Inheritance of Loss," which explores themes of globalization, migration, and identity.
  • C. Anita Desai
    Anita Desai is an acclaimed Indian novelist and short story writer known for her psychologically rich portrayals of Indian life and for being shortlisted multiple times for the Booker Prize.
  • D. Rohinton Mistry
    Rohinton Mistry is an Indian-born Canadian author renowned for his richly detailed novels about Parsi life and modern India, including the acclaimed "A Fine Balance."
  • E. Arundhati Roy
    Arundhati Roy is an Indian author and activist best known for her Booker Prize–winning novel "The God of Small Things" and her outspoken political commentary on social and environmental justice.
  • 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: Isabel Lahiri
Triple: [Ocean's Twelve, character, Isabel Lahiri]
Generated description
Isabel Lahiri is a skilled Europol detective and Rusty Ryan’s former lover who pursues Danny Ocean’s crew in the heist film "Ocean’s Twelve."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Isabel Lahiri
Target entity description: Isabel Lahiri is a skilled Europol detective and Rusty Ryan’s former lover who pursues Danny Ocean’s crew in the heist film "Ocean’s Twelve."
  • A. Jhumpa Lahiri
    Jhumpa Lahiri is a Pulitzer Prize–winning author known for her nuanced portrayals of the Indian-American immigrant experience and themes of identity, displacement, and cultural conflict.
  • B. Kiran Desai
    Kiran Desai is an Indian author best known for her acclaimed novel "The Inheritance of Loss," which explores themes of globalization, migration, and identity.
  • C. Anita Desai
    Anita Desai is an acclaimed Indian novelist and short story writer known for her psychologically rich portrayals of Indian life and for being shortlisted multiple times for the Booker Prize.
  • D. Rohinton Mistry
    Rohinton Mistry is an Indian-born Canadian author renowned for his richly detailed novels about Parsi life and modern India, including the acclaimed "A Fine Balance."
  • E. Arundhati Roy
    Arundhati Roy is an Indian author and activist best known for her Booker Prize–winning novel "The God of Small Things" and her outspoken political commentary on social and environmental justice.
  • 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_69a88643a3388190a612f2ebe1fb29e7 completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69aa659798b88190bd3070349ce6bebb completed March 6, 2026, 5:26 a.m.
NED1 Entity disambiguation (via context triple) batch_69adb5df20948190943a60c209270b62 completed March 8, 2026, 5:46 p.m.
NEDg Description generation batch_69adb69c149081908b5b819c068a1ce2 completed March 8, 2026, 5:49 p.m.
NED2 Entity disambiguation (via description) batch_69adb8be528c819092a5e22b099fc2a0 completed March 8, 2026, 5:58 p.m.
Created at: March 4, 2026, 7:32 p.m.