Triple

T4058661
Position Surface form Disambiguated ID Type / Status
Subject Tarlac E84755 entity
Predicate hasCity P316 FINISHED
Object Paniqui
Paniqui is a municipality in the province of Tarlac in the Philippines, known for its agricultural economy and role as a local commercial center.
 E411886 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: Paniqui | Statement: [Tarlac, hasCity, Paniqui]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Paniqui
Context triple: [Tarlac, hasCity, Paniqui]
  • A. Carihuairazo
    Carihuairazo is a glaciated stratovolcano in the Ecuadorian Andes, located near Mount Chimborazo and known for its rugged peaks and mountaineering routes.
  • B. Las Breas
    Las Breas is a small settlement located within the Río Hurtado area of Chile, likely characterized by its rural Andean setting and agricultural activities.
  • C. The Earthquake
    The Earthquake is the English title of Surah Az-Zalzalah, a short Quranic chapter describing the cataclysmic shaking of the earth and the final judgment of human deeds.
  • D. Daura
    Daura is a historic town in Katsina State, northern Nigeria, regarded as a cultural center of the Hausa people and known as the hometown of former president Muhammadu Buhari.
  • E. Tonnerre
    Tonnerre is a historic commune in the Yonne department of Bourgogne-Franche-Comté in north-central France, known for its medieval heritage and notable residents.
  • 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: Paniqui
Triple: [Tarlac, hasCity, Paniqui]
Generated description
Paniqui is a 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: Paniqui
Target entity description: Paniqui is a municipality in the province of Tarlac in the Philippines, known for its agricultural economy and role as a local commercial center.
  • A. Carihuairazo
    Carihuairazo is a glaciated stratovolcano in the Ecuadorian Andes, located near Mount Chimborazo and known for its rugged peaks and mountaineering routes.
  • B. Las Breas
    Las Breas is a small settlement located within the Río Hurtado area of Chile, likely characterized by its rural Andean setting and agricultural activities.
  • C. The Earthquake
    The Earthquake is the English title of Surah Az-Zalzalah, a short Quranic chapter describing the cataclysmic shaking of the earth and the final judgment of human deeds.
  • D. Daura
    Daura is a historic town in Katsina State, northern Nigeria, regarded as a cultural center of the Hausa people and known as the hometown of former president Muhammadu Buhari.
  • E. Tonnerre
    Tonnerre is a historic commune in the Yonne department of Bourgogne-Franche-Comté in north-central France, known for its medieval heritage and notable residents.
  • 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_69aed933bec881909edfa28ebb69c634 completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aefbd13b4481908f9c09cc4f4a9724 completed March 9, 2026, 4:56 p.m.
NED1 Entity disambiguation (via context triple) batch_69b562a6250081908f289f43b066b04d completed March 14, 2026, 1:29 p.m.
NEDg Description generation batch_69b563b3db0481909f3dd2a9e6a88e6e completed March 14, 2026, 1:33 p.m.
NED2 Entity disambiguation (via description) batch_69b567e223cc8190aa1d7e827e6c70fd completed March 14, 2026, 1:51 p.m.
Created at: March 9, 2026, 3:38 p.m.