Triple

T22934416
Position Surface form Disambiguated ID Type / Status
Subject Isneg E569538 entity
Predicate relatedEthnicGroup P1969 FINISHED
Object Itneg (Tinguian)
The Itneg (Tinguian) are an indigenous ethnic group of the northern Philippines, traditionally inhabiting the upland areas of Abra and neighboring provinces in the Cordillera region.
 E1562404 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: Itneg (Tinguian) | Statement: [Isneg, relatedEthnicGroup, Itneg (Tinguian)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Itneg (Tinguian)
Context triple: [Isneg, relatedEthnicGroup, Itneg (Tinguian)]
  • 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. 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.
  • D. Itawit language
    The Itawit language is an Austronesian language spoken primarily by the Itawit people in northern Luzon in the Philippines.
  • E. Dumagat (Agta)
    Dumagat (Agta) are an indigenous Negrito people of the Philippines, traditionally semi-nomadic forest dwellers known for their distinct culture, language, and close relationship with the Sierra Madre mountain environment.
  • 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: Itneg (Tinguian)
Triple: [Isneg, relatedEthnicGroup, Itneg (Tinguian)]
Generated description
The Itneg (Tinguian) are an indigenous ethnic group of the northern Philippines, traditionally inhabiting the upland areas of Abra and neighboring provinces in the Cordillera region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Itneg (Tinguian)
Target entity description: The Itneg (Tinguian) are an indigenous ethnic group of the northern Philippines, traditionally inhabiting the upland areas of Abra and neighboring provinces in the Cordillera region.
  • 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. 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.
  • D. Itawit language
    The Itawit language is an Austronesian language spoken primarily by the Itawit people in northern Luzon in the Philippines.
  • E. Dumagat (Agta)
    Dumagat (Agta) are an indigenous Negrito people of the Philippines, traditionally semi-nomadic forest dwellers known for their distinct culture, language, and close relationship with the Sierra Madre mountain environment.
  • 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_69e24590862c8190858f180ad302adab completed April 17, 2026, 2:37 p.m.
NER Named-entity recognition batch_69f18134484c8190b7311606c17d058d completed April 29, 2026, 3:55 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0bc24ea8bc8190bb7cb6e9475d6641 completed May 19, 2026, 1:52 a.m.
NEDg Description generation batch_6a0bc3dea31c8190ab517e43c9061eec completed May 19, 2026, 1:58 a.m.
NED2 Entity disambiguation (via description) batch_6a0bc46fd3d0819094a532a8d6a0b9b2 completed May 19, 2026, 2:01 a.m.
Created at: April 17, 2026, 3:44 p.m.