Triple
T21815572
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Frantisek Lichtenberk |
E538597
|
entity |
| Predicate | hasPublishedOn |
P46966
|
FINISHED |
| Object | Toqabaqita grammar |
—
|
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: Toqabaqita grammar | Statement: [Frantisek Lichtenberk, hasPublishedOn, Toqabaqita grammar]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Toqabaqita grammar Context triple: [Frantisek Lichtenberk, hasPublishedOn, Toqabaqita grammar]
-
A.
A Grammar of Toqabaqita (Lichtenberk)
chosen
"A Grammar of Toqabaqita (Lichtenberk)" is a comprehensive linguistic description of the Oceanic language Toqabaqita, authored by linguist Frantisek Lichtenberk and widely used as a reference work in Austronesian linguistics.
-
B.
Tai Yo language
The Tai Yo language is a Southwestern Tai language spoken by the Tai Yo ethnic group in parts of Vietnam, Laos, and Thailand.
-
C.
Sanqiao language
The Sanqiao language is a lesser-known Kam–Sui language of the Tai–Kadai family spoken by the Sanqiao people in parts of southern China.
-
D.
Paqyue language
The Paqyue language is a lesser-known Kam–Sui language spoken by an ethnic minority community in southern China.
-
E.
Toʻabaita language
The Toʻabaita language is an Austronesian language spoken by the Toʻabaita people on Malaita Island in the Solomon Islands.
- 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_69e0c473f0f8819086c9d1b4a143bd67 |
completed | April 16, 2026, 11:13 a.m. |
| NER | Named-entity recognition | batch_69f07cc99bbc8190bf074930f361af7d |
completed | April 28, 2026, 9:24 a.m. |
Created at: April 16, 2026, 6:54 p.m.