Triple

T18767315
Position Surface form Disambiguated ID Type / Status
Subject Cagayan Valley languages E458924 entity
Predicate hasMember P10 FINISHED
Object Isamal language
The Isamal language is a lesser-known Austronesian language spoken in the Cagayan Valley region of the northern Philippines.
 E1341886 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: Isamal language | Statement: [Cagayan Valley languages, hasMember, Isamal language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Isamal language
Context triple: [Cagayan Valley languages, hasMember, Isamal language]
  • A. Lasalimu language
    The Lasalimu language is an Austronesian language spoken by a small community on Buton Island in Southeast Sulawesi, Indonesia.
  • B. Maslam language
    The Maslam language is a Chadic language spoken by the Kotoko people of the Lake Chad region in Central Africa.
  • C. Semai language
    The Semai language is an Austroasiatic language spoken by the Semai people, an indigenous Orang Asli group in Peninsular Malaysia.
  • D. Sidama language
    The Sidama language is a Cushitic language spoken primarily by the Sidama people in southern Ethiopia.
  • E. Maléku language
    The Maléku language is an indigenous Chibchan language spoken by the Maléku people of northern Costa Rica, known for its endangered status and rich oral tradition.
  • 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: Isamal language
Triple: [Cagayan Valley languages, hasMember, Isamal language]
Generated description
The Isamal language is a lesser-known Austronesian language spoken in the Cagayan Valley region of the northern Philippines.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Isamal language
Target entity description: The Isamal language is a lesser-known Austronesian language spoken in the Cagayan Valley region of the northern Philippines.
  • A. Lasalimu language
    The Lasalimu language is an Austronesian language spoken by a small community on Buton Island in Southeast Sulawesi, Indonesia.
  • B. Maslam language
    The Maslam language is a Chadic language spoken by the Kotoko people of the Lake Chad region in Central Africa.
  • C. Semai language
    The Semai language is an Austroasiatic language spoken by the Semai people, an indigenous Orang Asli group in Peninsular Malaysia.
  • D. Sidama language
    The Sidama language is a Cushitic language spoken primarily by the Sidama people in southern Ethiopia.
  • E. Maléku language
    The Maléku language is an indigenous Chibchan language spoken by the Maléku people of northern Costa Rica, known for its endangered status and rich oral tradition.
  • 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_69d8d395dba0819087568404508590cb completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e58d859c8081909cec3aa64d264885 completed April 20, 2026, 2:20 a.m.
NED1 Entity disambiguation (via context triple) batch_6a053d42a8cc8190b1f738ab62b3977b completed May 14, 2026, 3:10 a.m.
NEDg Description generation batch_6a0540f000788190a1e5c3dc04cdc2b9 completed May 14, 2026, 3:26 a.m.
NED2 Entity disambiguation (via description) batch_6a0541b4d92881908445f032e2196a62 completed May 14, 2026, 3:29 a.m.
Created at: April 10, 2026, 11:52 a.m.