Triple
T23060570
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Northern Formosan |
E574286
|
entity |
| Predicate | hasMember |
P10
|
FINISHED |
| Object | Kulon-Pazeh languages |
—
|
NE NERFINISHED |
How this triple was built (2 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: Kulon-Pazeh languages | Statement: [Northern Formosan, hasMember, Kulon-Pazeh languages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kulon-Pazeh languages Context triple: [Northern Formosan, hasMember, Kulon-Pazeh languages]
-
A.
Pazeh-Kaxabu languages
chosen
The Pazeh-Kaxabu languages are a closely related pair of nearly extinct Austronesian languages once spoken by indigenous communities in northwestern Taiwan.
-
B.
Misumalpan languages
The Misumalpan languages are a small family of indigenous languages spoken primarily along the Atlantic coast of Nicaragua and neighboring regions of Central America.
-
C.
Beti–Pahuin languages
The Beti–Pahuin languages are a closely related cluster of Bantu languages spoken primarily in Cameroon, Equatorial Guinea, and Gabon by Beti-Pahuin ethnic groups.
-
D.
Moru–Madi languages
The Moru–Madi languages are a subgroup of related Central Sudanic languages spoken primarily in South Sudan, Uganda, and the Democratic Republic of the Congo.
-
E.
Chamic languages
The Chamic languages are a branch of the Austronesian language family spoken primarily in mainland Southeast Asia and parts of Indonesia, notable for heavy contact influence from neighboring Austroasiatic and Tai-Kadai languages.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
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_69e245ba7ae48190be606dbc54120e39 |
completed | April 17, 2026, 2:37 p.m. |
| NER | Named-entity recognition | batch_69f1899f359081909e89e19db3833a3d |
completed | April 29, 2026, 4:31 a.m. |
Created at: April 17, 2026, 3:55 p.m.