Triple
T23361221
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Balong |
E593188
|
entity |
| Predicate | language |
P15
|
FINISHED |
| Object | Balong 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: Balong language | Statement: [Balong, language, Balong language]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Balong language Context triple: [Balong, language, Balong language]
-
A.
Balantak language
The Balantak language is an Austronesian language spoken by the Balantak people of eastern Central Sulawesi, Indonesia.
-
B.
Blablanga language
The Blablanga language is an Oceanic language spoken in the Solomon Islands, belonging to the Northwest Solomonic subgroup of the Austronesian language family.
-
C.
Bulang language
The Bulang language is a Mon–Khmer language spoken primarily by the Bulang ethnic group in parts of Yunnan, China.
-
D.
Balangao language
The Balangao language is an Austronesian language spoken by the Balangao people in the Mountain Province of the northern Philippines.
-
E.
Baangi language
The Baangi language is a lesser-known Nupoid (Benue–Congo) language spoken by a small community in Nigeria.
- 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: Balong language Target entity description: The Balong language is a Bantu language spoken by the Balong people of southwestern Cameroon.
-
A.
Balantak language
The Balantak language is an Austronesian language spoken by the Balantak people of eastern Central Sulawesi, Indonesia.
-
B.
Blablanga language
The Blablanga language is an Oceanic language spoken in the Solomon Islands, belonging to the Northwest Solomonic subgroup of the Austronesian language family.
-
C.
Bulang language
The Bulang language is a Mon–Khmer language spoken primarily by the Bulang ethnic group in parts of Yunnan, China.
-
D.
Balangao language
The Balangao language is an Austronesian language spoken by the Balangao people in the Mountain Province of the northern Philippines.
-
E.
Baangi language
The Baangi language is a lesser-known Nupoid (Benue–Congo) language spoken by a small community in Nigeria.
- 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_69e25d24d2a4819092e6ede74c2a918d |
completed | April 17, 2026, 4:17 p.m. |
| NER | Named-entity recognition | batch_69f1a0a8669c819098b88ae6712e3f88 |
completed | April 29, 2026, 6:09 a.m. |
Created at: April 17, 2026, 5:30 p.m.