Triple

T18508143
Position Surface form Disambiguated ID Type / Status
Subject Kim Zambrano E452253 entity
Predicate hasLastName P18 FINISHED
Object Zambrano
Zambrano is a Spanish-language surname of likely Iberian or Latin American origin, borne by various individuals across the world.
 E1327825 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: Zambrano | Statement: [Kim Zambrano, hasLastName, Zambrano]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Zambrano
Context triple: [Kim Zambrano, hasLastName, Zambrano]
  • A. Crespo
    Crespo is a Spanish-origin surname borne by various notable individuals, including the Argentine footballer Hernán Crespo.
  • B. Brazuelo
    Brazuelo is a small municipality and village located in the historical region of La Maragatería in the province of León, Spain.
  • C. Zúñiga
    Zúñiga is a Spanish noble surname historically associated with prominent aristocratic families and titles in Spain.
  • D. Carballal
    Carballal is a Spanish surname, likely of Galician origin, that serves as a variant of the more common surname Carvajal.
  • E. Ceballos
    Ceballos is a Spanish surname borne by various notable figures in politics, sports, and the arts.
  • 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: Zambrano
Triple: [Kim Zambrano, hasLastName, Zambrano]
Generated description
Zambrano is a Spanish-language surname of likely Iberian or Latin American origin, borne by various individuals across the world.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Zambrano
Target entity description: Zambrano is a Spanish-language surname of likely Iberian or Latin American origin, borne by various individuals across the world.
  • A. Crespo
    Crespo is a Spanish-origin surname borne by various notable individuals, including the Argentine footballer Hernán Crespo.
  • B. Brazuelo
    Brazuelo is a small municipality and village located in the historical region of La Maragatería in the province of León, Spain.
  • C. Zúñiga
    Zúñiga is a Spanish noble surname historically associated with prominent aristocratic families and titles in Spain.
  • D. Carballal
    Carballal is a Spanish surname, likely of Galician origin, that serves as a variant of the more common surname Carvajal.
  • E. Ceballos
    Ceballos is a Spanish surname borne by various notable figures in politics, sports, and the arts.
  • 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_69d8d386df84819092355ebb260d848e completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e53344033c8190a0883aef56ba79c3 completed April 19, 2026, 7:55 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0471470bfc8190bf64c367d2e37a81 completed May 13, 2026, 12:40 p.m.
NEDg Description generation batch_6a047dabf1e481908179fd57c83215d0 completed May 13, 2026, 1:33 p.m.
NED2 Entity disambiguation (via description) batch_6a047e5148a08190b3288b2a07c7ed78 completed May 13, 2026, 1:36 p.m.
Created at: April 10, 2026, 11:36 a.m.