Triple

T13640299
Position Surface form Disambiguated ID Type / Status
Subject Arellano E325955 entity
Predicate hasNotableBearer P458 FINISHED
Object Manuel Arellano (economist)
Manuel Arellano is a Spanish econometrician best known for his influential work on panel data methods and the development of the Arellano–Bond estimator.
E1053569 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: Manuel Arellano (economist) | Statement: [Arellano, hasNotableBearer, Manuel Arellano (economist)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Manuel Arellano (economist)
Context triple: [Arellano, hasNotableBearer, Manuel Arellano (economist)]
  • A. José Antonio Ocampo
    José Antonio Ocampo is a Colombian economist and former UN official known for his influential work on development economics, inequality, and international financial reform.
  • B. Cayetano Arellano
    Cayetano Arellano was a Filipino jurist and statesman who became the first Chief Justice of the Supreme Court of the Philippines during the early American colonial period.
  • C. José Ybarra-Jaegar
    José Ybarra-Jaegar is a minor character in Truman Capote’s novella "Breakfast at Tiffany’s," appearing within Holly Golightly’s New York social circle.
  • D. Agustín Argüelles
    Agustín Argüelles was a prominent Spanish liberal politician, jurist, and orator of the early 19th century, noted for his key role in drafting the 1812 Constitution and advancing constitutionalism in Spain.
  • E. Laureano González-Vega
    Laureano González-Vega is a mathematician known for his work in algebraic geometry and computational methods, including coauthoring research with Karen E. Smith.
  • 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: Manuel Arellano (economist)
Triple: [Arellano, hasNotableBearer, Manuel Arellano (economist)]
Generated description
Manuel Arellano is a Spanish econometrician best known for his influential work on panel data methods and the development of the Arellano–Bond estimator.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Manuel Arellano (economist)
Target entity description: Manuel Arellano is a Spanish econometrician best known for his influential work on panel data methods and the development of the Arellano–Bond estimator.
  • A. José Antonio Ocampo
    José Antonio Ocampo is a Colombian economist and former UN official known for his influential work on development economics, inequality, and international financial reform.
  • B. Cayetano Arellano
    Cayetano Arellano was a Filipino jurist and statesman who became the first Chief Justice of the Supreme Court of the Philippines during the early American colonial period.
  • C. José Ybarra-Jaegar
    José Ybarra-Jaegar is a minor character in Truman Capote’s novella "Breakfast at Tiffany’s," appearing within Holly Golightly’s New York social circle.
  • D. Agustín Argüelles
    Agustín Argüelles was a prominent Spanish liberal politician, jurist, and orator of the early 19th century, noted for his key role in drafting the 1812 Constitution and advancing constitutionalism in Spain.
  • E. Laureano González-Vega
    Laureano González-Vega is a mathematician known for his work in algebraic geometry and computational methods, including coauthoring research with Karen E. Smith.
  • 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_69d8076beddc8190a53156f5bea77f5e completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69dbc5aac7308190a3fd26baeade8f2a completed April 12, 2026, 4:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69f78af46fe481909c6f9a6f58f887d1 completed May 3, 2026, 5:50 p.m.
NEDg Description generation batch_69f78bd52b748190ab483ec7634a6549 completed May 3, 2026, 5:54 p.m.
NED2 Entity disambiguation (via description) batch_69f78d277c5c8190970cb3cd0fd32905 completed May 3, 2026, 6 p.m.
Created at: April 9, 2026, 9:51 p.m.