Triple

T12134969
Position Surface form Disambiguated ID Type / Status
Subject Zamboanga del Norte E289032 entity
Predicate hasMunicipality P847 FINISHED
Object Baliguian
Baliguian is a coastal municipality in the province of Zamboanga del Norte in the Philippines, known for its rural communities and fishing-based local economy.
 E966448 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: Baliguian | Statement: [Zamboanga del Norte, hasMunicipality, Baliguian]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Baliguian
Context triple: [Zamboanga del Norte, hasMunicipality, Baliguian]
  • A. Buluan
    Buluan is a municipality in the Philippines historically significant as a cultural and political center for the Maguindanaon people.
  • B. Bangu
    Bangu is a working-class neighborhood in the West Zone of Rio de Janeiro, Brazil, known for its hot climate, historic textile industry, and the Bangu Atlético Clube football team.
  • C. Bulagaan
    Bulagaan is a long-running comedy and parody sketch segment on the Philippine noontime variety show "Eat Bulaga!" known for its classroom-themed gags and satirical performances.
  • D. Kurripako-Baniwa
    Kurripako-Baniwa is an Arawakan language spoken by Indigenous communities in the Upper Rio Negro region of Brazil, Colombia, and Venezuela.
  • E. Bungsuan
    Bungsuan is a barangay (village-level administrative division) of the municipality of Dumalag in the province of Capiz, Philippines.
  • 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: Baliguian
Triple: [Zamboanga del Norte, hasMunicipality, Baliguian]
Generated description
Baliguian is a coastal municipality in the province of Zamboanga del Norte in the Philippines, known for its rural communities and fishing-based local economy.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Baliguian
Target entity description: Baliguian is a coastal municipality in the province of Zamboanga del Norte in the Philippines, known for its rural communities and fishing-based local economy.
  • A. Buluan
    Buluan is a municipality in the Philippines historically significant as a cultural and political center for the Maguindanaon people.
  • B. Bangu
    Bangu is a working-class neighborhood in the West Zone of Rio de Janeiro, Brazil, known for its hot climate, historic textile industry, and the Bangu Atlético Clube football team.
  • C. Bulagaan
    Bulagaan is a long-running comedy and parody sketch segment on the Philippine noontime variety show "Eat Bulaga!" known for its classroom-themed gags and satirical performances.
  • D. Kurripako-Baniwa
    Kurripako-Baniwa is an Arawakan language spoken by Indigenous communities in the Upper Rio Negro region of Brazil, Colombia, and Venezuela.
  • E. Bungsuan
    Bungsuan is a barangay (village-level administrative division) of the municipality of Dumalag in the province of Capiz, Philippines.
  • 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_69d6ab4b5e4c81909950b17151eb0951 completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d9158c59e0819094d4522a107482b2 completed April 10, 2026, 3:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69f5f68eab98819086a480a90312c3fe completed May 2, 2026, 1:05 p.m.
NEDg Description generation batch_69f6017f89d88190b766af7828794d87 completed May 2, 2026, 1:51 p.m.
NED2 Entity disambiguation (via description) batch_69f60232d89881909f254da6deb7f321 completed May 2, 2026, 1:54 p.m.
Created at: April 8, 2026, 9:49 p.m.