Triple

T2789913
Position Surface form Disambiguated ID Type / Status
Subject Cagayan Valley E61902 entity
Predicate hasEthnolinguisticGroup P1898 FINISHED
Object Ifugao
The Ifugao are an indigenous ethnolinguistic group in the northern Philippines renowned for their rice terrace engineering, rich oral traditions, and complex ritual practices.
E298925 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: Ifugao | Statement: [Cagayan Valley, hasEthnolinguisticGroup, Ifugao]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ifugao
Context triple: [Cagayan Valley, hasEthnolinguisticGroup, Ifugao]
  • A. Bukidnon highlands
    Bukidnon highlands is a scenic upland region in the Philippines known for its cool climate, mountain landscapes, and agricultural plantations.
  • B. Agulo
    Agulo is a small, picturesque coastal village and municipality on the island of La Gomera in Spain’s Canary Islands, known for its traditional architecture and dramatic cliffside scenery.
  • C. Himamaylan
    Himamaylan is a coastal component city in the southern part of Negros Occidental in the Philippines, known historically as one of the province’s older settlements.
  • D. Batasan Hills
    Batasan Hills is a barangay in Quezon City, Metro Manila, known for housing the Philippine House of Representatives and other key government institutions.
  • E. Aklanon
    Aklanon is an Austronesian language spoken primarily in the province of Aklan in the central Philippines.
  • 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: Ifugao
Triple: [Cagayan Valley, hasEthnolinguisticGroup, Ifugao]
Generated description
The Ifugao are an indigenous ethnolinguistic group in the northern Philippines renowned for their rice terrace engineering, rich oral traditions, and complex ritual practices.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ifugao
Target entity description: The Ifugao are an indigenous ethnolinguistic group in the northern Philippines renowned for their rice terrace engineering, rich oral traditions, and complex ritual practices.
  • A. Bukidnon highlands
    Bukidnon highlands is a scenic upland region in the Philippines known for its cool climate, mountain landscapes, and agricultural plantations.
  • B. Agulo
    Agulo is a small, picturesque coastal village and municipality on the island of La Gomera in Spain’s Canary Islands, known for its traditional architecture and dramatic cliffside scenery.
  • C. Himamaylan
    Himamaylan is a coastal component city in the southern part of Negros Occidental in the Philippines, known historically as one of the province’s older settlements.
  • D. Batasan Hills
    Batasan Hills is a barangay in Quezon City, Metro Manila, known for housing the Philippine House of Representatives and other key government institutions.
  • E. Aklanon
    Aklanon is an Austronesian language spoken primarily in the province of Aklan in the central Philippines.
  • 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_69ab4b7f51d881908768300ebd2fbdae completed March 6, 2026, 9:47 p.m.
NER Named-entity recognition batch_69abddb4ef3081909122840a357801bf completed March 7, 2026, 8:11 a.m.
NED1 Entity disambiguation (via context triple) batch_69afc6589558819088442f09db328dac completed March 10, 2026, 7:20 a.m.
NEDg Description generation batch_69afc6d485d88190b281abec460ff24d completed March 10, 2026, 7:23 a.m.
NED2 Entity disambiguation (via description) batch_69afc750fee08190bf3c112f6f204af4 completed March 10, 2026, 7:25 a.m.
Created at: March 6, 2026, 9:58 p.m.