Triple

T11996461
Position Surface form Disambiguated ID Type / Status
Subject Guillermo Arriaga E285542 entity
Predicate familyName P18 FINISHED
Object Arriaga
Arriaga is a Spanish-language surname most notably associated with Mexican screenwriter and author Guillermo Arriaga.
 E964845 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: Arriaga | Statement: [Guillermo Arriaga, familyName, Arriaga]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Arriaga
Context triple: [Guillermo Arriaga, familyName, Arriaga]
  • A. Aramburu
    Aramburu is a Spanish-language surname of Basque origin borne by various notable figures in politics, religion, and sports.
  • B. Arozarena
    Arozarena is the surname of Randy Arozarena, a Cuban-Mexican professional baseball outfielder known for his standout postseason performances in Major League Baseball.
  • C. Elorrio
    Elorrio is a historic town in northern Spain’s Basque Country, known for its well-preserved medieval center and traditional Basque architecture.
  • D. Norzagaray
    Norzagaray is a landlocked municipality in the province of Bulacan in the Philippines, known for its quarrying industry and natural attractions such as dams, rivers, and limestone formations.
  • E. Lazkao
    Lazkao is a small town in the Goierri region of Gipuzkoa, in Spain’s Basque Country, known for its Basque cultural traditions and rural surroundings.
  • 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: Arriaga
Triple: [Guillermo Arriaga, familyName, Arriaga]
Generated description
Arriaga is a Spanish-language surname most notably associated with Mexican screenwriter and author Guillermo Arriaga.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Arriaga
Target entity description: Arriaga is a Spanish-language surname most notably associated with Mexican screenwriter and author Guillermo Arriaga.
  • A. Aramburu
    Aramburu is a Spanish-language surname of Basque origin borne by various notable figures in politics, religion, and sports.
  • B. Arozarena
    Arozarena is the surname of Randy Arozarena, a Cuban-Mexican professional baseball outfielder known for his standout postseason performances in Major League Baseball.
  • C. Elorrio
    Elorrio is a historic town in northern Spain’s Basque Country, known for its well-preserved medieval center and traditional Basque architecture.
  • D. Norzagaray
    Norzagaray is a landlocked municipality in the province of Bulacan in the Philippines, known for its quarrying industry and natural attractions such as dams, rivers, and limestone formations.
  • E. Lazkao
    Lazkao is a small town in the Goierri region of Gipuzkoa, in Spain’s Basque Country, known for its Basque cultural traditions and rural surroundings.
  • 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_69d6ab44a77c8190a652f4b27164e4ef completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d903c172788190b92042e9d10a48bf completed April 10, 2026, 2:05 p.m.
NED1 Entity disambiguation (via context triple) batch_69f5f640b9a481908de1b7858e3db52c completed May 2, 2026, 1:04 p.m.
NEDg Description generation batch_69f600b51f488190a85a8f10f190b3c0 completed May 2, 2026, 1:48 p.m.
NED2 Entity disambiguation (via description) batch_69f601e7f3b0819098a2245b9f9316b9 completed May 2, 2026, 1:53 p.m.
Created at: April 8, 2026, 9:46 p.m.