Triple

T8079242
Position Surface form Disambiguated ID Type / Status
Subject Batangas E188572 entity
Predicate hasMunicipality P847 FINISHED
Object Tingloy
Tingloy is a coastal island municipality in the province of Batangas in the Philippines, known for its beaches, diving spots, and laid-back rural atmosphere.
 E713426 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: Tingloy | Statement: [Batangas, hasMunicipality, Tingloy]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Tingloy
Context triple: [Batangas, hasMunicipality, Tingloy]
  • A. Himamaylan
    Himamaylan is a coastal component city in the southern part of Negros Occidental in the Philippines, known historically as one of the province’s older settlements.
  • B. Masinloc
    Masinloc is a coastal municipality in the province of Zambales in the Philippines, known for its fishing industry and proximity to the disputed Scarborough Shoal in the South China Sea.
  • C. Malungon
    Malungon is a landlocked agricultural municipality in the province of South Cotabato in the Philippines, known for its hilly terrain and farming-based economy.
  • D. Timugan
    Timugan is a barangay (village-level administrative division) in the municipality of Los Baños in the province of Laguna, Philippines.
  • E. Minalin
    Minalin is a municipality in the province of Pampanga in the Philippines, known for its agricultural economy and traditional cultural festivities.
  • 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: Tingloy
Triple: [Batangas, hasMunicipality, Tingloy]
Generated description
Tingloy is a coastal island municipality in the province of Batangas in the Philippines, known for its beaches, diving spots, and laid-back rural atmosphere.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Tingloy
Target entity description: Tingloy is a coastal island municipality in the province of Batangas in the Philippines, known for its beaches, diving spots, and laid-back rural atmosphere.
  • A. Himamaylan
    Himamaylan is a coastal component city in the southern part of Negros Occidental in the Philippines, known historically as one of the province’s older settlements.
  • B. Masinloc
    Masinloc is a coastal municipality in the province of Zambales in the Philippines, known for its fishing industry and proximity to the disputed Scarborough Shoal in the South China Sea.
  • C. Malungon
    Malungon is a landlocked agricultural municipality in the province of South Cotabato in the Philippines, known for its hilly terrain and farming-based economy.
  • D. Timugan
    Timugan is a barangay (village-level administrative division) in the municipality of Los Baños in the province of Laguna, Philippines.
  • E. Minalin
    Minalin is a municipality in the province of Pampanga in the Philippines, known for its agricultural economy and traditional cultural festivities.
  • 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_69ca82b50c708190863f661d438e68df completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb40a3f01c819096a2c9d5d5199fe6 completed March 31, 2026, 3:33 a.m.
NED1 Entity disambiguation (via context triple) batch_69cc93eddef48190b5f499a5b52428c8 completed April 1, 2026, 3:41 a.m.
NEDg Description generation batch_69cc9557c6148190a759021b6add0a61 completed April 1, 2026, 3:47 a.m.
NED2 Entity disambiguation (via description) batch_69cc96a8bb688190a352de1798b380f1 completed April 1, 2026, 3:53 a.m.
Created at: March 30, 2026, 5:28 p.m.