Triple

T12335899
Position Surface form Disambiguated ID Type / Status
Subject Maguindanao E294084 entity
Predicate hasMunicipality P847 FINISHED
Object Mamasapano
Mamasapano is a municipality in the province of Maguindanao in the southern Philippines, known for its rural communities and as the site of a major 2015 security operation.
E977610 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: Mamasapano | Statement: [Maguindanao, hasMunicipality, Mamasapano]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Mamasapano
Context triple: [Maguindanao, hasMunicipality, Mamasapano]
  • A. Palanas
    Palanas is a coastal municipality located in the province of Masbate in the Bicol Region of the Philippines.
  • B. Pototan
    Pototan is a first-class municipality in the Philippine province of Iloilo, known for its agricultural economy and its popular Christmas lights festival.
  • C. Mambusao
    Mambusao is a rural municipality in the province of Capiz in the Western Visayas region of the Philippines, known for its agricultural economy and small-town community life.
  • D. Papasula
    Papasula is a seabird genus in the booby family Sulidae, best known for containing the rare and endangered Abbott’s booby.
  • E. Mamanguape
    Mamanguape is a municipality in the Brazilian state of Paraíba, known for its historical colonial architecture and location near the Mamanguape River on the state’s northern coast.
  • 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: Mamasapano
Triple: [Maguindanao, hasMunicipality, Mamasapano]
Generated description
Mamasapano is a municipality in the province of Maguindanao in the southern Philippines, known for its rural communities and as the site of a major 2015 security operation.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Mamasapano
Target entity description: Mamasapano is a municipality in the province of Maguindanao in the southern Philippines, known for its rural communities and as the site of a major 2015 security operation.
  • A. Palanas
    Palanas is a coastal municipality located in the province of Masbate in the Bicol Region of the Philippines.
  • B. Pototan
    Pototan is a first-class municipality in the Philippine province of Iloilo, known for its agricultural economy and its popular Christmas lights festival.
  • C. Mambusao
    Mambusao is a rural municipality in the province of Capiz in the Western Visayas region of the Philippines, known for its agricultural economy and small-town community life.
  • D. Papasula
    Papasula is a seabird genus in the booby family Sulidae, best known for containing the rare and endangered Abbott’s booby.
  • E. Mamanguape
    Mamanguape is a municipality in the Brazilian state of Paraíba, known for its historical colonial architecture and location near the Mamanguape River on the state’s northern coast.
  • 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_69d6ab6ae0dc8190b1522a9c1c55c114 completed April 8, 2026, 7:24 p.m.
NER Named-entity recognition batch_69d93f6683e881908920e1fee02a14e3 completed April 10, 2026, 6:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69f62aa5f21c8190bcb32a078a2f7ebb completed May 2, 2026, 4:47 p.m.
NEDg Description generation batch_69f62c54e6b08190bdae0ec35cc1c48d completed May 2, 2026, 4:54 p.m.
NED2 Entity disambiguation (via description) batch_69f62d0c2568819083e66c8ae484d30d completed May 2, 2026, 4:57 p.m.
Created at: April 8, 2026, 9:53 p.m.