Triple

T7592865
Position Surface form Disambiguated ID Type / Status
Subject License to Kill E179781 entity
Predicate character P662 FINISHED
Object Franz Sanchez
Franz Sanchez is the ruthless and charismatic drug lord who serves as the primary antagonist in the James Bond film "Licence to Kill."
E674681 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: Franz Sanchez | Statement: [License to Kill, character, Franz Sanchez]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Franz Sanchez
Context triple: [License to Kill, character, Franz Sanchez]
  • A. Diego de Deza
    Diego de Deza was a late 15th- and early 16th-century Spanish Dominican friar and theologian who became a powerful figure in the Catholic Church and a leading organizer of the Spanish Inquisition.
  • B. Lorenzo Daza
    Lorenzo Daza is a character in Gabriel García Márquez’s novel "Love in the Time of Cholera," known as the ambitious and socially aspiring father of Fermina Daza.
  • C. Diego de Siloé
    Diego de Siloé was a prominent Spanish Renaissance architect and sculptor known for shaping early classicist architecture in Spain through works such as the Granada Cathedral.
  • D. Bartolomé Ordóñez
    Bartolomé Ordóñez was a prominent early 16th-century Spanish sculptor of the Renaissance known for his refined marble tombs and religious works.
  • E. Antonio Cruz Villalón
    Antonio Cruz Villalón is a Spanish architect best known as a co-founder of the renowned architectural firm Cruz y Ortiz Arquitectos, recognized for its contemporary public and cultural buildings.
  • 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: Franz Sanchez
Triple: [License to Kill, character, Franz Sanchez]
Generated description
Franz Sanchez is the ruthless and charismatic drug lord who serves as the primary antagonist in the James Bond film "Licence to Kill."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Franz Sanchez
Target entity description: Franz Sanchez is the ruthless and charismatic drug lord who serves as the primary antagonist in the James Bond film "Licence to Kill."
  • A. Diego de Deza
    Diego de Deza was a late 15th- and early 16th-century Spanish Dominican friar and theologian who became a powerful figure in the Catholic Church and a leading organizer of the Spanish Inquisition.
  • B. Lorenzo Daza
    Lorenzo Daza is a character in Gabriel García Márquez’s novel "Love in the Time of Cholera," known as the ambitious and socially aspiring father of Fermina Daza.
  • C. Diego de Siloé
    Diego de Siloé was a prominent Spanish Renaissance architect and sculptor known for shaping early classicist architecture in Spain through works such as the Granada Cathedral.
  • D. Bartolomé Ordóñez
    Bartolomé Ordóñez was a prominent early 16th-century Spanish sculptor of the Renaissance known for his refined marble tombs and religious works.
  • E. Antonio Cruz Villalón
    Antonio Cruz Villalón is a Spanish architect best known as a co-founder of the renowned architectural firm Cruz y Ortiz Arquitectos, recognized for its contemporary public and cultural buildings.
  • 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_69c69f3487ec8190bf7acdf2dd91e6d6 completed March 27, 2026, 3:16 p.m.
NER Named-entity recognition batch_69c6f9b92c348190b547f0aacfb8d6be completed March 27, 2026, 9:42 p.m.
NED1 Entity disambiguation (via context triple) batch_69c86197fe0881908307a411cabdca7f completed March 28, 2026, 11:17 p.m.
NEDg Description generation batch_69c86223bfec8190b47f840e39c9a51a completed March 28, 2026, 11:20 p.m.
NED2 Entity disambiguation (via description) batch_69c862bb95e881909a60608a5279238d completed March 28, 2026, 11:22 p.m.
Created at: March 27, 2026, 3:53 p.m.