Triple

T11157515
Position Surface form Disambiguated ID Type / Status
Subject Internal Affairs E263948 entity
Predicate character P662 FINISHED
Object Raymond Avila
Raymond Avila is the determined and morally driven LAPD Internal Affairs investigator portrayed by Andy García in the 1990 crime thriller film "Internal Affairs."
 E972683 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: Raymond Avila | Statement: [Internal Affairs, character, Raymond Avila]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Raymond Avila
Context triple: [Internal Affairs, character, Raymond Avila]
  • A. Armando Muñiz
    Armando Muñiz is a former Mexican-American professional welterweight boxer known for his world title challenges during the 1970s.
  • B. Hector Ruiz
    Hector Ruiz is a Mexican-American engineer and business executive best known for serving as CEO and chairman of semiconductor company AMD, where he led major strategic initiatives including the acquisition of ATI.
  • C. Victor Portillo
    Victor Portillo is a person notable enough to be specifically referenced as a bearer of the surname Portillo.
  • D. Francisco Verdugo
    Francisco Verdugo was a Spanish military commander and governor in the Low Countries during the Eighty Years' War.
  • E. Alfredo Garcia
    Alfredo Garcia is the elusive, deceased man whose severed head becomes the macabre object of pursuit in Sam Peckinpah’s 1974 neo-noir film "Bring Me the Head of Alfredo Garcia."
  • 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: Raymond Avila
Triple: [Internal Affairs, character, Raymond Avila]
Generated description
Raymond Avila is the determined and morally driven LAPD Internal Affairs investigator portrayed by Andy García in the 1990 crime thriller film "Internal Affairs."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Raymond Avila
Target entity description: Raymond Avila is the determined and morally driven LAPD Internal Affairs investigator portrayed by Andy García in the 1990 crime thriller film "Internal Affairs."
  • A. Armando Muñiz
    Armando Muñiz is a former Mexican-American professional welterweight boxer known for his world title challenges during the 1970s.
  • B. Hector Ruiz
    Hector Ruiz is a Mexican-American engineer and business executive best known for serving as CEO and chairman of semiconductor company AMD, where he led major strategic initiatives including the acquisition of ATI.
  • C. Victor Portillo
    Victor Portillo is a person notable enough to be specifically referenced as a bearer of the surname Portillo.
  • D. Francisco Verdugo
    Francisco Verdugo was a Spanish military commander and governor in the Low Countries during the Eighty Years' War.
  • E. Alfredo Garcia
    Alfredo Garcia is the elusive, deceased man whose severed head becomes the macabre object of pursuit in Sam Peckinpah’s 1974 neo-noir film "Bring Me the Head of Alfredo Garcia."
  • 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_69d6aa9ccddc8190868998c8b7beb060 completed April 8, 2026, 7:21 p.m.
NER Named-entity recognition batch_69d7e87fe9a881909540ecc4ed9b6b9f completed April 9, 2026, 5:57 p.m.
NED1 Entity disambiguation (via context triple) batch_69f60a4f804c81909abf5e9a88da1d91 completed May 2, 2026, 2:29 p.m.
NEDg Description generation batch_69f61a13fd1481908a06ca65b276e0e1 completed May 2, 2026, 3:36 p.m.
NED2 Entity disambiguation (via description) batch_69f61ad2bd0c8190ada37bc1f8ae160f completed May 2, 2026, 3:40 p.m.
Created at: April 8, 2026, 9:28 p.m.