Triple

T15059588
Position Surface form Disambiguated ID Type / Status
Subject Bad Lieutenant E379589 entity
Predicate starring P1507 FINISHED
Object Paul Calderón
Paul Calderón is a Puerto Rican-American character actor known for his intense, often gritty roles in independent and crime films, as well as frequent collaborations with notable directors like Abel Ferrara and Quentin Tarantino.
E1160635 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: Paul Calderón | Statement: [Bad Lieutenant, starring, Paul Calderón]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Paul Calderón
Context triple: [Bad Lieutenant, starring, Paul Calderón]
  • A. Tego Calderón
    Tego Calderón is a pioneering Puerto Rican reggaeton artist known for blending Afro-Caribbean rhythms with socially conscious lyrics and helping globalize the genre.
  • B. José Huerta
    José Huerta was a Peruvian military officer and politician who served as Peru’s Minister of Defense.
  • C. Ruiz Castillo
    Ruiz Castillo is a Spanish surname most notably borne by alpine skier Carolina Ruiz Castillo.
  • D. Armando Calderón Sol
    Armando Calderón Sol was a Salvadoran politician and lawyer who served as President of El Salvador from 1994 to 1999, overseeing post-civil war reconstruction and economic reforms.
  • E. Fernando Portillo
    Fernando Portillo is a notable individual who shares the surname Portillo, recognized enough to be specifically cited as a bearer of the name.
  • 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: Paul Calderón
Triple: [Bad Lieutenant, starring, Paul Calderón]
Generated description
Paul Calderón is a Puerto Rican-American character actor known for his intense, often gritty roles in independent and crime films, as well as frequent collaborations with notable directors like Abel Ferrara and Quentin Tarantino.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Paul Calderón
Target entity description: Paul Calderón is a Puerto Rican-American character actor known for his intense, often gritty roles in independent and crime films, as well as frequent collaborations with notable directors like Abel Ferrara and Quentin Tarantino.
  • A. Tego Calderón
    Tego Calderón is a pioneering Puerto Rican reggaeton artist known for blending Afro-Caribbean rhythms with socially conscious lyrics and helping globalize the genre.
  • B. José Huerta
    José Huerta was a Peruvian military officer and politician who served as Peru’s Minister of Defense.
  • C. Ruiz Castillo
    Ruiz Castillo is a Spanish surname most notably borne by alpine skier Carolina Ruiz Castillo.
  • D. Armando Calderón Sol
    Armando Calderón Sol was a Salvadoran politician and lawyer who served as President of El Salvador from 1994 to 1999, overseeing post-civil war reconstruction and economic reforms.
  • E. Fernando Portillo
    Fernando Portillo is a notable individual who shares the surname Portillo, recognized enough to be specifically cited as a bearer of the name.
  • 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_69d85cd64d108190853797a95c11cc45 completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69dedee50afc8190bf7b0f4bbe8c60a3 completed April 15, 2026, 12:42 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff3647bda881909a83311926096a29 completed May 9, 2026, 1:27 p.m.
NEDg Description generation batch_69ff376dac388190ab3b7e3553d2de29 completed May 9, 2026, 1:32 p.m.
NED2 Entity disambiguation (via description) batch_69ff382f1bbc8190810d0d825430f9ea completed May 9, 2026, 1:35 p.m.
Created at: April 10, 2026, 3:01 a.m.