Triple

T1199557
Position Surface form Disambiguated ID Type / Status
Subject Philippine–Cordilleran languages E25747 entity
Predicate hasMember P10 FINISHED
Object Isinay language
The Isinay language is an Austronesian language of the northern Philippines spoken by the Isinay people in parts of Nueva Vizcaya.
 E147458 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: Isinay language | Statement: [Philippine–Cordilleran languages, hasMember, Isinay language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Isinay language
Context triple: [Philippine–Cordilleran languages, hasMember, Isinay language]
  • A. Kalanguya language
    The Kalanguya language is an Austronesian language spoken by the Kalanguya people in the northern Luzon highlands of the Philippines.
  • B. Ibaloy language
    The Ibaloy language is an Austronesian language spoken by the Ibaloy people of Benguet in the northern Philippines, known for its rich oral traditions and distinct phonology within the Cordilleran highlands.
  • C. Saisiyat language
    The Saisiyat language is an indigenous Austronesian language spoken by the Saisiyat people of northwestern Taiwan.
  • D. Kankanaey language
    The Kankanaey language is an Austronesian language spoken by the Kankanaey people of the northern Philippines, particularly in the Cordillera region of Luzon.
  • E. Itawit language
    The Itawit language is an Austronesian language spoken primarily by the Itawit people in northern Luzon in the 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: Isinay language
Triple: [Philippine–Cordilleran languages, hasMember, Isinay language]
Generated description
The Isinay language is an Austronesian language of the northern Philippines spoken by the Isinay people in parts of Nueva Vizcaya.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Isinay language
Target entity description: The Isinay language is an Austronesian language of the northern Philippines spoken by the Isinay people in parts of Nueva Vizcaya.
  • A. Kalanguya language
    The Kalanguya language is an Austronesian language spoken by the Kalanguya people in the northern Luzon highlands of the Philippines.
  • B. Ibaloy language
    The Ibaloy language is an Austronesian language spoken by the Ibaloy people of Benguet in the northern Philippines, known for its rich oral traditions and distinct phonology within the Cordilleran highlands.
  • C. Saisiyat language
    The Saisiyat language is an indigenous Austronesian language spoken by the Saisiyat people of northwestern Taiwan.
  • D. Kankanaey language
    The Kankanaey language is an Austronesian language spoken by the Kankanaey people of the northern Philippines, particularly in the Cordillera region of Luzon.
  • E. Itawit language
    The Itawit language is an Austronesian language spoken primarily by the Itawit people in northern Luzon in the 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_69a49429f5ec8190a6a205eb0ae81e5e completed March 1, 2026, 7:31 p.m.
NER Named-entity recognition batch_69a4bd9d56748190a12fe4a30346f1d8 completed March 1, 2026, 10:28 p.m.
NED1 Entity disambiguation (via context triple) batch_69acacaf11588190b0bbc1d280bf9a78 completed March 7, 2026, 10:54 p.m.
NEDg Description generation batch_69acad0b6a20819091cfc47b00a81930 completed March 7, 2026, 10:56 p.m.
NED2 Entity disambiguation (via description) batch_69acada08c248190904b0934a1e4074a completed March 7, 2026, 10:58 p.m.
Created at: March 1, 2026, 7:46 p.m.