Triple

T1199562
Position Surface form Disambiguated ID Type / Status
Subject Philippine–Cordilleran languages E25747 entity
Predicate hasMember P10 FINISHED
Object Iwak language
The Iwak language is an Austronesian language spoken by an indigenous community in the Cordillera region of northern Luzon in the Philippines.
 E147459 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: Iwak language | Statement: [Philippine–Cordilleran languages, hasMember, Iwak language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Iwak language
Context triple: [Philippine–Cordilleran languages, hasMember, Iwak language]
  • A. Kawaiisu language
    Kawaiisu language is an endangered Uto-Aztecan language traditionally spoken by the Kawaiisu people of southern California.
  • B. Chimariko language
    The Chimariko language is an extinct Native American language once spoken in northwestern California, often classified within the proposed Hokan language family.
  • C. Itawit language
    The Itawit language is an Austronesian language spoken primarily by the Itawit people in northern Luzon in the Philippines.
  • D. Amami language
    The Amami language is a Ryukyuan language spoken in Japan’s Amami Islands, known for its endangered status and distinct phonology and grammar within the Japonic language family.
  • E. Bugotu language
    The Bugotu language is an Oceanic language spoken by the Bugotu people of Santa Isabel Island in the Solomon Islands.
  • 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: Iwak language
Triple: [Philippine–Cordilleran languages, hasMember, Iwak language]
Generated description
The Iwak language is an Austronesian language spoken by an indigenous community in the Cordillera region of northern Luzon in the Philippines.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Iwak language
Target entity description: The Iwak language is an Austronesian language spoken by an indigenous community in the Cordillera region of northern Luzon in the Philippines.
  • A. Kawaiisu language
    Kawaiisu language is an endangered Uto-Aztecan language traditionally spoken by the Kawaiisu people of southern California.
  • B. Chimariko language
    The Chimariko language is an extinct Native American language once spoken in northwestern California, often classified within the proposed Hokan language family.
  • C. Itawit language
    The Itawit language is an Austronesian language spoken primarily by the Itawit people in northern Luzon in the Philippines.
  • D. Amami language
    The Amami language is a Ryukyuan language spoken in Japan’s Amami Islands, known for its endangered status and distinct phonology and grammar within the Japonic language family.
  • E. Bugotu language
    The Bugotu language is an Oceanic language spoken by the Bugotu people of Santa Isabel Island in the Solomon Islands.
  • 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.