Triple

T11806941
Position Surface form Disambiguated ID Type / Status
Subject Transformers: Prime E280769 entity
Predicate hasHumanCharacter P12208 FINISHED
Object Raf Esquivel
Raf Esquivel is a young, tech-savvy human ally of the Autobots in the animated series "Transformers: Prime."
 E979518 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: Raf Esquivel | Statement: [Transformers: Prime, hasHumanCharacter, Raf Esquivel]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Raf Esquivel
Context triple: [Transformers: Prime, hasHumanCharacter, Raf Esquivel]
  • A. José Castro
    José Castro was a 19th-century Californio military leader and politician who played a prominent role in Mexican-era California before U.S. annexation.
  • B. Fernando Aguirre
    Fernando Aguirre is a character in the 1952 biographical film "Viva Zapata!" about the Mexican revolutionary leader Emiliano Zapata.
  • C. José Chávez Morado
    José Chávez Morado was a prominent Mexican muralist and painter associated with the mid-20th-century Mexican muralism movement.
  • D. Juan Gopar
    Juan Gopar is a small settlement within the municipality of Tuineje on the island of Fuerteventura in Spain’s Canary Islands.
  • E. Eduardo Mata
    Eduardo Mata was a prominent Mexican conductor and composer known for leading the Dallas Symphony Orchestra and championing Latin American music.
  • 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: Raf Esquivel
Triple: [Transformers: Prime, hasHumanCharacter, Raf Esquivel]
Generated description
Raf Esquivel is a young, tech-savvy human ally of the Autobots in the animated series "Transformers: Prime."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Raf Esquivel
Target entity description: Raf Esquivel is a young, tech-savvy human ally of the Autobots in the animated series "Transformers: Prime."
  • A. José Castro
    José Castro was a 19th-century Californio military leader and politician who played a prominent role in Mexican-era California before U.S. annexation.
  • B. Fernando Aguirre
    Fernando Aguirre is a character in the 1952 biographical film "Viva Zapata!" about the Mexican revolutionary leader Emiliano Zapata.
  • C. José Chávez Morado
    José Chávez Morado was a prominent Mexican muralist and painter associated with the mid-20th-century Mexican muralism movement.
  • D. Juan Gopar
    Juan Gopar is a small settlement within the municipality of Tuineje on the island of Fuerteventura in Spain’s Canary Islands.
  • E. Eduardo Mata
    Eduardo Mata was a prominent Mexican conductor and composer known for leading the Dallas Symphony Orchestra and championing Latin American music.
  • 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_69d6ab26aae88190b2489efcb2a24234 completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d8a5c8324481909a54852a9bb714e0 completed April 10, 2026, 7:24 a.m.
NED1 Entity disambiguation (via context triple) batch_69f62a7307a8819095205ce5aa3e7abc completed May 2, 2026, 4:46 p.m.
NEDg Description generation batch_69f62e7fc5488190a00dbc8c48db6330 completed May 2, 2026, 5:03 p.m.
NED2 Entity disambiguation (via description) batch_69f62ef4da588190bfe5e418b8f8bf6f completed May 2, 2026, 5:05 p.m.
Created at: April 8, 2026, 9:42 p.m.