Triple

T8079384
Position Surface form Disambiguated ID Type / Status
Subject Aurora E188575 entity
Predicate hasMunicipality P847 FINISHED
Object Casiguran
Casiguran is a coastal municipality in the province of Aurora, Philippines, known for its fishing communities, agricultural lands, and proximity to the Pacific Ocean.
 E710472 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: Casiguran | Statement: [Aurora, hasMunicipality, Casiguran]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Casiguran
Context triple: [Aurora, hasMunicipality, Casiguran]
  • A. Consuela
    Consuela is a recurring character on the animated TV series "Family Guy," known as a stubborn, heavily accented Latina maid who often says "No, no, no."
  • B. Solitano
    Solitano is the surname of the central family in the film "Silver Linings Playbook," including the protagonist Pat Solitano portrayed by Bradley Cooper.
  • C. Toma
    Toma is a major Mande language spoken primarily in Guinea and neighboring West African countries.
  • D. Kasama
    Kasama is a major town in northern Zambia that serves as the administrative and commercial center of the Northern Province.
  • E. Buena Fe
    Buena Fe is a small city in Ecuador known for its agricultural activities and location within the coastal Los Ríos Province.
  • 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: Casiguran
Triple: [Aurora, hasMunicipality, Casiguran]
Generated description
Casiguran is a coastal municipality in the province of Aurora, Philippines, known for its fishing communities, agricultural lands, and proximity to the Pacific Ocean.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Casiguran
Target entity description: Casiguran is a coastal municipality in the province of Aurora, Philippines, known for its fishing communities, agricultural lands, and proximity to the Pacific Ocean.
  • A. Consuela
    Consuela is a recurring character on the animated TV series "Family Guy," known as a stubborn, heavily accented Latina maid who often says "No, no, no."
  • B. Solitano
    Solitano is the surname of the central family in the film "Silver Linings Playbook," including the protagonist Pat Solitano portrayed by Bradley Cooper.
  • C. Toma
    Toma is a major Mande language spoken primarily in Guinea and neighboring West African countries.
  • D. Kasama
    Kasama is a major town in northern Zambia that serves as the administrative and commercial center of the Northern Province.
  • E. Buena Fe
    Buena Fe is a small city in Ecuador known for its agricultural activities and location within the coastal Los Ríos Province.
  • 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_69ca82b662e88190b9323daab8c28a21 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_69cc63f79ac08190af49e77bee67921d completed April 1, 2026, 12:16 a.m.
NEDg Description generation batch_69cc651d340c819089306bac7110f57a completed April 1, 2026, 12:21 a.m.
NED2 Entity disambiguation (via description) batch_69cc666ecc04819092ee4cc035dde627 completed April 1, 2026, 12:27 a.m.
Created at: March 30, 2026, 5:28 p.m.