Triple

T2789910
Position Surface form Disambiguated ID Type / Status
Subject Cagayan Valley E61902 entity
Predicate hasEthnolinguisticGroup P1898 FINISHED
Object Gaddang
The Gaddang are an indigenous ethnolinguistic group of northern Luzon in the Philippines, known for their distinct language, weaving traditions, and rich ritual practices.
 E298923 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: Gaddang | Statement: [Cagayan Valley, hasEthnolinguisticGroup, Gaddang]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Gaddang
Context triple: [Cagayan Valley, hasEthnolinguisticGroup, Gaddang]
  • A. Tboli
    The Tboli are an indigenous ethnolinguistic group of Mindanao in the southern Philippines, known for their rich oral traditions, intricate T’nalak weaving, and distinct cultural practices.
  • B. Tboli
    Tboli is a landlocked municipality in the province of South Cotabato in the Philippines, known for its indigenous Tboli culture and scenic Lake Holon.
  • C. Maranao
    The Maranao are a predominantly Muslim ethnolinguistic group in the southern Philippines known for their rich artistic traditions, including okir woodcarving and the epic Darangen.
  • D. Yakan people
    The Yakan people are an indigenous ethnolinguistic group of the southern Philippines, known for their vibrant weaving traditions, distinct culture, and predominantly Muslim faith.
  • E. Bagobo
    The Bagobo are an indigenous ethnic group in the southern Philippines known for their rich oral traditions, intricate weaving and beadwork, and distinct animist beliefs.
  • 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: Gaddang
Triple: [Cagayan Valley, hasEthnolinguisticGroup, Gaddang]
Generated description
The Gaddang are an indigenous ethnolinguistic group of northern Luzon in the Philippines, known for their distinct language, weaving traditions, and rich ritual practices.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Gaddang
Target entity description: The Gaddang are an indigenous ethnolinguistic group of northern Luzon in the Philippines, known for their distinct language, weaving traditions, and rich ritual practices.
  • A. Tboli
    The Tboli are an indigenous ethnolinguistic group of Mindanao in the southern Philippines, known for their rich oral traditions, intricate T’nalak weaving, and distinct cultural practices.
  • B. Tboli
    Tboli is a landlocked municipality in the province of South Cotabato in the Philippines, known for its indigenous Tboli culture and scenic Lake Holon.
  • C. Maranao
    The Maranao are a predominantly Muslim ethnolinguistic group in the southern Philippines known for their rich artistic traditions, including okir woodcarving and the epic Darangen.
  • D. Yakan people
    The Yakan people are an indigenous ethnolinguistic group of the southern Philippines, known for their vibrant weaving traditions, distinct culture, and predominantly Muslim faith.
  • E. Bagobo
    The Bagobo are an indigenous ethnic group in the southern Philippines known for their rich oral traditions, intricate weaving and beadwork, and distinct animist beliefs.
  • 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.