Triple
T18767315
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cagayan Valley languages |
E458924
|
entity |
| Predicate | hasMember |
P10
|
FINISHED |
| Object | Isamal language |
—
|
NE NERFINISHED |
How this triple was built (3 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.
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 (2 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. |
Created at: April 10, 2026, 11:52 a.m.