Triple

T11062169
Position Surface form Disambiguated ID Type / Status
Subject Badian E261532 entity
Predicate hasNearbyMunicipality P4647 FINISHED
Object Dumanjug
Dumanjug is a coastal municipality in the province of Cebu in the Philippines, known for its agricultural economy and historic churches.
 E902525 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: Dumanjug | Statement: [Badian, hasNearbyMunicipality, Dumanjug]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Dumanjug
Context triple: [Badian, hasNearbyMunicipality, Dumanjug]
  • A. Dambatta
    Dambatta is a prominent town and local government area in northern Nigeria, situated within Kano State and known for its role in regional commerce and agriculture.
  • B. Dumarao
    Dumarao is a municipality in the province of Capiz in the Western Visayas region of the Philippines, known for its predominantly agricultural economy and rural communities.
  • C. Dangamvura
    Dangamvura is a residential suburb of Mutare, a major city in eastern Zimbabwe.
  • D. Dahegam
    Dahegam is a town in the Indian state of Gujarat known for its local commerce and role as a regional hub within the Gandhinagar area.
  • E. Dunum
    Dunum is a small locality in the Wittmund district of Lower Saxony, Germany, known as a rural community within the East Frisian region.
  • 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: Dumanjug
Triple: [Badian, hasNearbyMunicipality, Dumanjug]
Generated description
Dumanjug is a coastal municipality in the province of Cebu in the Philippines, known for its agricultural economy and historic churches.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Dumanjug
Target entity description: Dumanjug is a coastal municipality in the province of Cebu in the Philippines, known for its agricultural economy and historic churches.
  • A. Dambatta
    Dambatta is a prominent town and local government area in northern Nigeria, situated within Kano State and known for its role in regional commerce and agriculture.
  • B. Dumarao
    Dumarao is a municipality in the province of Capiz in the Western Visayas region of the Philippines, known for its predominantly agricultural economy and rural communities.
  • C. Dangamvura
    Dangamvura is a residential suburb of Mutare, a major city in eastern Zimbabwe.
  • D. Dahegam
    Dahegam is a town in the Indian state of Gujarat known for its local commerce and role as a regional hub within the Gandhinagar area.
  • E. Dunum
    Dunum is a small locality in the Wittmund district of Lower Saxony, Germany, known as a rural community within the East Frisian region.
  • 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_69d6aa98650481908609c7c56bfa7902 completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d798eb838c819089a89c55209c0295 completed April 9, 2026, 12:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69e3c887d2148190b19c91b6eb548494 completed April 18, 2026, 6:08 p.m.
NEDg Description generation batch_69e3cadf271081908d2b794a4288892a completed April 18, 2026, 6:18 p.m.
NED2 Entity disambiguation (via description) batch_69e3cf08cf108190966b4abd0514a6ea completed April 18, 2026, 6:35 p.m.
Created at: April 8, 2026, 9:26 p.m.