Triple
T1199504
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Celebic languages |
E25746
|
entity |
| Predicate | hasSubgroup |
P747
|
FINISHED |
| Object |
Tukang Besi–Bonerate languages
The Tukang Besi–Bonerate languages are a small subgroup of Austronesian languages spoken primarily in Southeast Sulawesi, Indonesia, known for their distinctive phonological and grammatical features within the Celebic branch.
|
E135938
|
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: Tukang Besi–Bonerate languages | Statement: [Celebic languages, hasSubgroup, Tukang Besi–Bonerate languages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Tukang Besi–Bonerate languages Context triple: [Celebic languages, hasSubgroup, Tukang Besi–Bonerate languages]
-
A.
Bantoid languages
The Bantoid languages are a major branch of the Niger-Congo language family that includes the widespread Bantu languages spoken across much of sub-Saharan Africa.
-
B.
Taman languages
Taman languages are a small group of closely related Nilo-Saharan languages spoken primarily in eastern Chad and western Sudan.
-
C.
Batanic languages
Batanic languages are a small subgroup of Austronesian languages spoken primarily in the Batanes Islands of the northern Philippines and parts of Taiwan, known for their unique phonological and lexical features.
-
D.
Beti languages
The Beti languages are a group of closely related Bantu languages spoken primarily in Cameroon, Equatorial Guinea, and neighboring regions of Central Africa.
-
E.
Maban languages
Maban languages are a small group of closely related Nilo-Saharan languages spoken primarily in eastern Chad and western Sudan.
- 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: Tukang Besi–Bonerate languages Triple: [Celebic languages, hasSubgroup, Tukang Besi–Bonerate languages]
Generated description
The Tukang Besi–Bonerate languages are a small subgroup of Austronesian languages spoken primarily in Southeast Sulawesi, Indonesia, known for their distinctive phonological and grammatical features within the Celebic branch.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Tukang Besi–Bonerate languages Target entity description: The Tukang Besi–Bonerate languages are a small subgroup of Austronesian languages spoken primarily in Southeast Sulawesi, Indonesia, known for their distinctive phonological and grammatical features within the Celebic branch.
-
A.
Bantoid languages
The Bantoid languages are a major branch of the Niger-Congo language family that includes the widespread Bantu languages spoken across much of sub-Saharan Africa.
-
B.
Taman languages
Taman languages are a small group of closely related Nilo-Saharan languages spoken primarily in eastern Chad and western Sudan.
-
C.
Batanic languages
Batanic languages are a small subgroup of Austronesian languages spoken primarily in the Batanes Islands of the northern Philippines and parts of Taiwan, known for their unique phonological and lexical features.
-
D.
Beti languages
The Beti languages are a group of closely related Bantu languages spoken primarily in Cameroon, Equatorial Guinea, and neighboring regions of Central Africa.
-
E.
Maban languages
Maban languages are a small group of closely related Nilo-Saharan languages spoken primarily in eastern Chad and western Sudan.
- 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_69a49429f5ec8190a6a205eb0ae81e5e |
completed | March 1, 2026, 7:31 p.m. |
| NER | Named-entity recognition | batch_69a4bd9d56748190a12fe4a30346f1d8 |
completed | March 1, 2026, 10:28 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ac765c58d48190bbd460663d965097 |
completed | March 7, 2026, 7:02 p.m. |
| NEDg | Description generation | batch_69ac76f20f308190be3c831eb2d59763 |
completed | March 7, 2026, 7:05 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ac775a43d881908f12026a38fba2c8 |
completed | March 7, 2026, 7:07 p.m. |
Created at: March 1, 2026, 7:46 p.m.