Triple

T20960948
Position Surface form Disambiguated ID Type / Status
Subject Marcos family E516241 entity
Predicate hasMember P10 FINISHED
Object Sandro Marcos
Sandro Marcos is a Filipino politician and the son of President Ferdinand "Bongbong" Marcos Jr., known for serving as a member of the Philippine House of Representatives.
E1467183 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: Sandro Marcos | Statement: [Marcos family, hasMember, Sandro Marcos]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Sandro Marcos
Context triple: [Marcos family, hasMember, Sandro Marcos]
  • A. Leandro Valle
    Leandro Valle was a 19th-century Mexican military officer and liberal politician known for his role in the Reform War and his support of President Benito Juárez.
  • B. Alberto Cirio
    Alberto Cirio is an Italian politician and member of the European Parliament who serves as the president of the Piedmont region.
  • C. Salvio Pacheco
    Salvio Pacheco was a 19th-century Californio ranchero and landowner whose legacy includes the founding and namesake of the city of Pacheco, California.
  • D. Alberto Andrade
    Alberto Andrade was a prominent Peruvian politician best known for his influential tenure as mayor of Lima in the late 1990s and early 2000s, during which he implemented significant urban renewal and governance reforms.
  • E. Leandro Barbieri
    Leandro "Gato" Barbieri was an Argentine jazz saxophonist and composer known for his passionate, raw tone and influential work in Latin jazz and avant-garde jazz.
  • 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: Sandro Marcos
Triple: [Marcos family, hasMember, Sandro Marcos]
Generated description
Sandro Marcos is a Filipino politician and the son of President Ferdinand "Bongbong" Marcos Jr., known for serving as a member of the Philippine House of Representatives.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Sandro Marcos
Target entity description: Sandro Marcos is a Filipino politician and the son of President Ferdinand "Bongbong" Marcos Jr., known for serving as a member of the Philippine House of Representatives.
  • A. Leandro Valle
    Leandro Valle was a 19th-century Mexican military officer and liberal politician known for his role in the Reform War and his support of President Benito Juárez.
  • B. Alberto Cirio
    Alberto Cirio is an Italian politician and member of the European Parliament who serves as the president of the Piedmont region.
  • C. Salvio Pacheco
    Salvio Pacheco was a 19th-century Californio ranchero and landowner whose legacy includes the founding and namesake of the city of Pacheco, California.
  • D. Alberto Andrade
    Alberto Andrade was a prominent Peruvian politician best known for his influential tenure as mayor of Lima in the late 1990s and early 2000s, during which he implemented significant urban renewal and governance reforms.
  • E. Leandro Barbieri
    Leandro "Gato" Barbieri was an Argentine jazz saxophonist and composer known for his passionate, raw tone and influential work in Latin jazz and avant-garde jazz.
  • 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_69e0b4fde6c48190af1398e7e734629e completed April 16, 2026, 10:07 a.m.
NER Named-entity recognition batch_69e6fb6f134081908b1ed48ce708f3d5 completed April 21, 2026, 4:22 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0965cf45c48190a55e4bded83a9c15 completed May 17, 2026, 6:53 a.m.
NEDg Description generation batch_6a096674c3a48190b0263c3b946495a9 completed May 17, 2026, 6:55 a.m.
NED2 Entity disambiguation (via description) batch_6a0966fcfd508190b3785910dd27112d completed May 17, 2026, 6:58 a.m.
Created at: April 16, 2026, 1:31 p.m.