Triple

T15565837
Position Surface form Disambiguated ID Type / Status
Subject Love Is Strange E371111 entity
Predicate starring P1507 FINISHED
Object Manny Perez
Manny Perez is a Dominican-American actor known for his work in independent films and television, often portraying complex, gritty characters.
 E1164254 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: Manny Perez | Statement: [Love Is Strange, starring, Manny Perez]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Manny Perez
Context triple: [Love Is Strange, starring, Manny Perez]
  • A. Walter Perez
    Walter Perez is an American actor known for his roles in film and television, including a starring role in the movie "Detention."
  • B. Roger Peralta
    Roger Peralta is a recurring character in the television series "Brooklyn Nine-Nine," known as Jake Peralta's estranged and unreliable father.
  • C. Julio Franco
    Julio Franco is a former Major League Baseball infielder known for his unusually long career, distinctive batting stance, and multiple All-Star selections.
  • D. Pedro Guerrero
    Pedro Guerrero is a former Dominican Major League Baseball slugger best known as a key offensive star for the Los Angeles Dodgers in the early 1980s.
  • E. Victor Alvarez
    Victor Alvarez is a fictional character known primarily as the ex-husband of Penelope Alvarez in the television series "One Day at a Time."
  • 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: Manny Perez
Triple: [Love Is Strange, starring, Manny Perez]
Generated description
Manny Perez is a Dominican-American actor known for his work in independent films and television, often portraying complex, gritty characters.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Manny Perez
Target entity description: Manny Perez is a Dominican-American actor known for his work in independent films and television, often portraying complex, gritty characters.
  • A. Walter Perez
    Walter Perez is an American actor known for his roles in film and television, including a starring role in the movie "Detention."
  • B. Roger Peralta
    Roger Peralta is a recurring character in the television series "Brooklyn Nine-Nine," known as Jake Peralta's estranged and unreliable father.
  • C. Julio Franco
    Julio Franco is a former Major League Baseball infielder known for his unusually long career, distinctive batting stance, and multiple All-Star selections.
  • D. Pedro Guerrero
    Pedro Guerrero is a former Dominican Major League Baseball slugger best known as a key offensive star for the Los Angeles Dodgers in the early 1980s.
  • E. Victor Alvarez
    Victor Alvarez is a fictional character known primarily as the ex-husband of Penelope Alvarez in the television series "One Day at a Time."
  • 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_69d85cc6cf40819091f4a5facee1ebe6 completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69e04ddd753c8190b51eaef433258081 completed April 16, 2026, 2:47 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff456a3b08819092f9f517bbef5577 completed May 9, 2026, 2:32 p.m.
NEDg Description generation batch_69ff49541fcc8190a1d22721bc255e19 completed May 9, 2026, 2:48 p.m.
NED2 Entity disambiguation (via description) batch_69ff49f6db508190b0127a59d332512e completed May 9, 2026, 2:51 p.m.
Created at: April 10, 2026, 4:10 a.m.