Triple

T16978774
Position Surface form Disambiguated ID Type / Status
Subject Camiling E411885 entity
Predicate near P350 FINISHED
Object municipality of Paniqui
The municipality of Paniqui is a town in the province of Tarlac in the Philippines, known as an agricultural and commercial center in the region.
 E1243507 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: municipality of Paniqui | Statement: [Camiling, near, municipality of Paniqui]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: municipality of Paniqui
Context triple: [Camiling, near, municipality of Paniqui]
  • A. Municipality of Paihuano
    The Municipality of Paihuano is the local government body responsible for administering the rural Andean commune of Paihuano in Chile’s Coquimbo Region.
  • B. Municipality of Gualaquiza
    The Municipality of Gualaquiza is the local government authority responsible for administering public services, development, and regulations in the city and canton of Gualaquiza in Ecuador.
  • C. Municipality of Mariquina
    The Municipality of Mariquina is the local government unit responsible for administering and providing public services in the town of Mariquina.
  • D. Municipality of Rumiñahui
    The Municipality of Rumiñahui is the local government authority responsible for administering the canton of Rumiñahui in Ecuador’s Pichincha Province, including its seat, the town of Sangolquí.
  • E. Municipality of Putaendo
    The Municipality of Putaendo is the local government body responsible for administering public services, development, and regulations within the Chilean commune of Putaendo.
  • 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: municipality of Paniqui
Triple: [Camiling, near, municipality of Paniqui]
Generated description
The municipality of Paniqui is a town in the province of Tarlac in the Philippines, known as an agricultural and commercial center in the region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: municipality of Paniqui
Target entity description: The municipality of Paniqui is a town in the province of Tarlac in the Philippines, known as an agricultural and commercial center in the region.
  • A. Municipality of Paihuano
    The Municipality of Paihuano is the local government body responsible for administering the rural Andean commune of Paihuano in Chile’s Coquimbo Region.
  • B. Municipality of Gualaquiza
    The Municipality of Gualaquiza is the local government authority responsible for administering public services, development, and regulations in the city and canton of Gualaquiza in Ecuador.
  • C. Municipality of Mariquina
    The Municipality of Mariquina is the local government unit responsible for administering and providing public services in the town of Mariquina.
  • D. Municipality of Rumiñahui
    The Municipality of Rumiñahui is the local government authority responsible for administering the canton of Rumiñahui in Ecuador’s Pichincha Province, including its seat, the town of Sangolquí.
  • E. Municipality of Putaendo
    The Municipality of Putaendo is the local government body responsible for administering public services, development, and regulations within the Chilean commune of Putaendo.
  • 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_69d886ca8f348190812768ea8d5055ce completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3d185a9408190a991bf8a1ef694f0 completed April 18, 2026, 6:46 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00d477f7ec81909f1f0243004c9050 completed May 10, 2026, 6:54 p.m.
NEDg Description generation batch_6a00d5503be88190ac15a327ff3782ec completed May 10, 2026, 6:58 p.m.
NED2 Entity disambiguation (via description) batch_6a00d66e450c8190ae0befd3d7875ed8 completed May 10, 2026, 7:03 p.m.
Created at: April 10, 2026, 5:32 a.m.