Triple

T10397915
Position Surface form Disambiguated ID Type / Status
Subject Misamis Oriental E245068 entity
Predicate hasMunicipality P847 FINISHED
Object Gingoog
Gingoog is a coastal component city in the province of Misamis Oriental in the Philippines, known for its agricultural economy and surrounding natural attractions.
E909587 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: Gingoog | Statement: [Misamis Oriental, hasMunicipality, Gingoog]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Gingoog
Context triple: [Misamis Oriental, hasMunicipality, Gingoog]
  • A. Bayugan
    Bayugan is a component city in the Caraga region of Mindanao in the Philippines, known as an agricultural and commercial hub in its area.
  • B. Balanga City
    Balanga City is a component city in the province of Bataan, Philippines, known for its historical significance in World War II and its role as the provincial capital.
  • C. Calapan
    Calapan is the capital city of Oriental Mindoro in the Philippines, serving as a key commercial and transportation hub in the Mimaropa region.
  • D. Argao
    Argao is a coastal municipality in the southeastern part of Cebu, Philippines, known for its Spanish-era heritage structures and traditional delicacies.
  • E. Dipolog
    Dipolog is a coastal city in the Zamboanga Peninsula region of the southern Philippines, known as the "Bottled Sardines Capital of the 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: Gingoog
Triple: [Misamis Oriental, hasMunicipality, Gingoog]
Generated description
Gingoog is a coastal component city in the province of Misamis Oriental in the Philippines, known for its agricultural economy and surrounding natural attractions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Gingoog
Target entity description: Gingoog is a coastal component city in the province of Misamis Oriental in the Philippines, known for its agricultural economy and surrounding natural attractions.
  • A. Bayugan
    Bayugan is a component city in the Caraga region of Mindanao in the Philippines, known as an agricultural and commercial hub in its area.
  • B. Balanga City
    Balanga City is a component city in the province of Bataan, Philippines, known for its historical significance in World War II and its role as the provincial capital.
  • C. Calapan
    Calapan is the capital city of Oriental Mindoro in the Philippines, serving as a key commercial and transportation hub in the Mimaropa region.
  • D. Argao
    Argao is a coastal municipality in the southeastern part of Cebu, Philippines, known for its Spanish-era heritage structures and traditional delicacies.
  • E. Dipolog
    Dipolog is a coastal city in the Zamboanga Peninsula region of the southern Philippines, known as the "Bottled Sardines Capital of the 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_69d381b5116081908d85227bab6d3c0c completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d4e9d0de448190b0bfd4d6c87d47fa completed April 7, 2026, 11:26 a.m.
NED1 Entity disambiguation (via context triple) batch_69e482d55a04819090d95f7a4abb6e29 completed April 19, 2026, 7:23 a.m.
NEDg Description generation batch_69e485f46f0c81908dbe5b47322ab7b7 completed April 19, 2026, 7:36 a.m.
NED2 Entity disambiguation (via description) batch_69e4878dd95c81908ceaf91ee46f49c1 completed April 19, 2026, 7:43 a.m.
Created at: April 6, 2026, 12:07 p.m.