Triple

T19857718
Position Surface form Disambiguated ID Type / Status
Subject Sara Duterte E477177 entity
Predicate spouse P13 FINISHED
Object Mans Carpio
Mans Carpio is a Filipino lawyer and public figure best known as the husband of former Philippine vice president and Davao City mayor Sara Duterte.
E1398152 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: Mans Carpio | Statement: [Sara Duterte, spouse, Mans Carpio]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Mans Carpio
Context triple: [Sara Duterte, spouse, Mans Carpio]
  • A. Lorenzo Tañada
    Lorenzo Tañada was a prominent Filipino nationalist, human rights lawyer, and long-serving senator known for his staunch opposition to authoritarian rule and advocacy for civil liberties.
  • B. Joaquin Roces
    Joaquin Roces was a prominent Filipino journalist, publisher, and democracy advocate whose legacy in Philippine media and politics is commemorated through major landmarks bearing his name.
  • C. Lucio San Pedro
    Lucio San Pedro was a renowned Filipino composer, conductor, and National Artist for Music known for works that deeply reflect Philippine folk traditions and cultural identity.
  • D. Guillermo Masangkay
    Guillermo Masangkay was a Filipino revolutionary leader and close associate of Andrés Bonifacio who played a key role in the early stages of the Philippine Revolution against Spanish colonial rule.
  • E. Blas F. Ople
    Blas F. Ople was a prominent Filipino statesman, labor leader, and long-serving cabinet official who played a key role in shaping the country’s labor and foreign policies.
  • 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: Mans Carpio
Triple: [Sara Duterte, spouse, Mans Carpio]
Generated description
Mans Carpio is a Filipino lawyer and public figure best known as the husband of former Philippine vice president and Davao City mayor Sara Duterte.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Mans Carpio
Target entity description: Mans Carpio is a Filipino lawyer and public figure best known as the husband of former Philippine vice president and Davao City mayor Sara Duterte.
  • A. Lorenzo Tañada
    Lorenzo Tañada was a prominent Filipino nationalist, human rights lawyer, and long-serving senator known for his staunch opposition to authoritarian rule and advocacy for civil liberties.
  • B. Joaquin Roces
    Joaquin Roces was a prominent Filipino journalist, publisher, and democracy advocate whose legacy in Philippine media and politics is commemorated through major landmarks bearing his name.
  • C. Lucio San Pedro
    Lucio San Pedro was a renowned Filipino composer, conductor, and National Artist for Music known for works that deeply reflect Philippine folk traditions and cultural identity.
  • D. Guillermo Masangkay
    Guillermo Masangkay was a Filipino revolutionary leader and close associate of Andrés Bonifacio who played a key role in the early stages of the Philippine Revolution against Spanish colonial rule.
  • E. Blas F. Ople
    Blas F. Ople was a prominent Filipino statesman, labor leader, and long-serving cabinet official who played a key role in shaping the country’s labor and foreign policies.
  • 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_69d8e51e7d948190aedbcd6c30361c39 completed April 10, 2026, 11:55 a.m.
NER Named-entity recognition batch_69e6586cd8f08190b34c8886e8617255 completed April 20, 2026, 4:46 p.m.
NED1 Entity disambiguation (via context triple) batch_6a07d445b4c481908a444d5047b3e403 completed May 16, 2026, 2:19 a.m.
NEDg Description generation batch_6a07d50359f08190bafa8865168ee0b4 completed May 16, 2026, 2:22 a.m.
NED2 Entity disambiguation (via description) batch_6a07d5d7c4bc8190ab189fa556a956d7 completed May 16, 2026, 2:26 a.m.
Created at: April 10, 2026, 1:51 p.m.