Triple

T17596054
Position Surface form Disambiguated ID Type / Status
Subject Paniqui, Tarlac, Philippines E428574 entity
Predicate hasNativeName P1435 FINISHED
Object Bayan ng Paniqui
Bayan ng Paniqui is a first-class municipality in the province of Tarlac in the Philippines known for its agricultural economy and role as a local commercial center.
 E1279066 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: Bayan ng Paniqui | Statement: [Paniqui, Tarlac, Philippines, hasNativeName, Bayan ng Paniqui]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bayan ng Paniqui
Context triple: [Paniqui, Tarlac, Philippines, hasNativeName, Bayan ng Paniqui]
  • A. Bayan ng Poro
    Bayan ng Poro is a municipality in the province of Cebu in the Philippines, located on Poro Island in the Camotes Sea.
  • B. Balayan
    Balayan is a historic coastal municipality in the province of Batangas in the Philippines, known for its heritage houses and annual Parada ng Lechon festival.
  • C. Narvacan
    Narvacan is a coastal municipality in the province of Ilocos Sur in the Philippines, known for its historic churches, scenic beaches, and wind-swept landscapes.
  • D. Bayan
    Bayan is a traditional Sasak village in northern Lombok, Indonesia, known for its preserved indigenous culture, historic mosques, and role as a gateway to the Mount Rinjani area.
  • E. Bayan
    Bayan is a residential suburb and district located within Kuwait's Hawalli Governorate.
  • 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: Bayan ng Paniqui
Triple: [Paniqui, Tarlac, Philippines, hasNativeName, Bayan ng Paniqui]
Generated description
Bayan ng Paniqui is a first-class municipality in the province of Tarlac in the Philippines known for its agricultural economy and role as a local commercial center.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bayan ng Paniqui
Target entity description: Bayan ng Paniqui is a first-class municipality in the province of Tarlac in the Philippines known for its agricultural economy and role as a local commercial center.
  • A. Bayan ng Poro
    Bayan ng Poro is a municipality in the province of Cebu in the Philippines, located on Poro Island in the Camotes Sea.
  • B. Balayan
    Balayan is a historic coastal municipality in the province of Batangas in the Philippines, known for its heritage houses and annual Parada ng Lechon festival.
  • C. Narvacan
    Narvacan is a coastal municipality in the province of Ilocos Sur in the Philippines, known for its historic churches, scenic beaches, and wind-swept landscapes.
  • D. Bayan
    Bayan is a traditional Sasak village in northern Lombok, Indonesia, known for its preserved indigenous culture, historic mosques, and role as a gateway to the Mount Rinjani area.
  • E. Bayan
    Bayan is a residential suburb and district located within Kuwait's Hawalli Governorate.
  • 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_69d889e1030481909950e140c63255b9 completed April 10, 2026, 5:25 a.m.
NER Named-entity recognition batch_69e469ec335c8190abcaff700cfff23b completed April 19, 2026, 5:36 a.m.
NED1 Entity disambiguation (via context triple) batch_6a020a8d230c8190adadb2464e208324 completed May 11, 2026, 4:57 p.m.
NEDg Description generation batch_6a020b6fc2908190a2e4c54f20f1fa1f completed May 11, 2026, 5:01 p.m.
NED2 Entity disambiguation (via description) batch_6a020bf5d45c819097fc5a516587263c completed May 11, 2026, 5:03 p.m.
Created at: April 10, 2026, 5:51 a.m.