Triple

T2177444
Position Surface form Disambiguated ID Type / Status
Subject MetroStars E48562 entity
Predicate manager P2962 FINISHED
Object Octavio Zambrano
Octavio Zambrano is an Ecuadorian football manager known for his attacking style and for coaching several Major League Soccer clubs and national teams.
E254575 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: Octavio Zambrano | Statement: [MetroStars, manager, Octavio Zambrano]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Octavio Zambrano
Context triple: [MetroStars, manager, Octavio Zambrano]
  • 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. Enrique Tierno Galván
    Enrique Tierno Galván was a Spanish socialist politician, jurist, and intellectual best known for serving as the popular mayor of Madrid during Spain’s transition to democracy.
  • C. Melchor Ocampo
    Melchor Ocampo was a prominent 19th-century Mexican liberal politician, jurist, and ideologue who played a key role in shaping the anticlerical and constitutional reforms of La Reforma.
  • D. Miguel Malvar
    Miguel Malvar was a Filipino general and revolutionary leader who became one of the last prominent commanders to continue armed resistance against American colonial forces in the Philippines.
  • E. Carlos Lage Dávila
    Carlos Lage Dávila is a Cuban politician and former vice president who was once considered a key architect of Cuba’s economic policies and a potential successor to Fidel Castro.
  • 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: Octavio Zambrano
Triple: [MetroStars, manager, Octavio Zambrano]
Generated description
Octavio Zambrano is an Ecuadorian football manager known for his attacking style and for coaching several Major League Soccer clubs and national teams.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Octavio Zambrano
Target entity description: Octavio Zambrano is an Ecuadorian football manager known for his attacking style and for coaching several Major League Soccer clubs and national teams.
  • 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. Enrique Tierno Galván
    Enrique Tierno Galván was a Spanish socialist politician, jurist, and intellectual best known for serving as the popular mayor of Madrid during Spain’s transition to democracy.
  • C. Melchor Ocampo
    Melchor Ocampo was a prominent 19th-century Mexican liberal politician, jurist, and ideologue who played a key role in shaping the anticlerical and constitutional reforms of La Reforma.
  • D. Miguel Malvar
    Miguel Malvar was a Filipino general and revolutionary leader who became one of the last prominent commanders to continue armed resistance against American colonial forces in the Philippines.
  • E. Carlos Lage Dávila
    Carlos Lage Dávila is a Cuban politician and former vice president who was once considered a key architect of Cuba’s economic policies and a potential successor to Fidel Castro.
  • 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_69a88aa3faa48190995b233af6525815 completed March 4, 2026, 7:40 p.m.
NER Named-entity recognition batch_69abbeecdbc881909982a58568f0b1ed completed March 7, 2026, 6 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae893ec6248190900ff61f5f3778ce completed March 9, 2026, 8:47 a.m.
NEDg Description generation batch_69ae89bd5c388190ad13a9682a08bba8 completed March 9, 2026, 8:50 a.m.
NED2 Entity disambiguation (via description) batch_69ae8a1ca8848190b265cf0a8c5b909f completed March 9, 2026, 8:51 a.m.
Created at: March 4, 2026, 7:45 p.m.