Triple

T3898784
Position Surface form Disambiguated ID Type / Status
Subject Zambales E90435 entity
Predicate hasMunicipality P847 FINISHED
Object 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.
 E402490 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: Masinloc | Statement: [Zambales, hasMunicipality, Masinloc]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Masinloc
Context triple: [Zambales, hasMunicipality, Masinloc]
  • A. Bajo de Masinloc
    Bajo de Masinloc is a disputed South China Sea atoll, internationally known as Scarborough Shoal, claimed by both the Philippines and China for its strategic location and rich fishing grounds.
  • B. 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.
  • C. Balamban
    Balamban is a coastal municipality in the province of Cebu in the Philippines, known for its shipbuilding industry and growing economic zone.
  • D. Aguiguan
    Aguiguan is a small, uninhabited island in the Northern Mariana Islands known for its rugged terrain and seabird colonies.
  • E. Tacurong
    Tacurong is a component city in the Philippines located in the Soccsksargen region on the island of Mindanao.
  • 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: Masinloc
Triple: [Zambales, hasMunicipality, Masinloc]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Masinloc
Target entity description: 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.
  • A. Bajo de Masinloc
    Bajo de Masinloc is a disputed South China Sea atoll, internationally known as Scarborough Shoal, claimed by both the Philippines and China for its strategic location and rich fishing grounds.
  • B. 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.
  • C. Balamban
    Balamban is a coastal municipality in the province of Cebu in the Philippines, known for its shipbuilding industry and growing economic zone.
  • D. Aguiguan
    Aguiguan is a small, uninhabited island in the Northern Mariana Islands known for its rugged terrain and seabird colonies.
  • E. Tacurong
    Tacurong is a component city in the Philippines located in the Soccsksargen region on the island of Mindanao.
  • 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_69aed95d315881908cbf1bf4a7215fbf completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aeecefa3608190a7a20ed6df6a64b2 completed March 9, 2026, 3:53 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5337c136c8190ba6ee7789621e41c completed March 14, 2026, 10:07 a.m.
NEDg Description generation batch_69b5341fb74081909a33753e5fdd5c32 completed March 14, 2026, 10:10 a.m.
NED2 Entity disambiguation (via description) batch_69b534d279548190bee44aea7828ed3b completed March 14, 2026, 10:13 a.m.
Created at: March 9, 2026, 3:21 p.m.