Triple
T1861364
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Barito languages subgroup |
E34819
|
entity |
| Predicate | hasSubgroup |
P747
|
FINISHED |
| Object |
Mahakam languages
The Mahakam languages are a group of closely related Austronesian languages spoken along the Mahakam River region of Borneo, forming a distinct branch within the broader Barito language family.
|
E210632
|
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: Mahakam languages | Statement: [Barito languages subgroup, hasSubgroup, Mahakam languages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mahakam languages Context triple: [Barito languages subgroup, hasSubgroup, Mahakam languages]
-
A.
Tani languages
The Tani languages are a subgroup of the Sino-Tibetan language family spoken primarily in Arunachal Pradesh and adjoining regions of Northeast India by various indigenous communities.
-
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.
Wintuan languages
Wintuan languages are a small family of Native American languages historically spoken in northern California, often grouped within the proposed Penutian phylum.
-
E.
Zanian languages
Zanian languages are a small group of closely related Kartvelian languages spoken primarily in western Georgia, including Mingrelian and Laz.
- 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: Mahakam languages Triple: [Barito languages subgroup, hasSubgroup, Mahakam languages]
Generated description
The Mahakam languages are a group of closely related Austronesian languages spoken along the Mahakam River region of Borneo, forming a distinct branch within the broader Barito language family.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Mahakam languages Target entity description: The Mahakam languages are a group of closely related Austronesian languages spoken along the Mahakam River region of Borneo, forming a distinct branch within the broader Barito language family.
-
A.
Tani languages
The Tani languages are a subgroup of the Sino-Tibetan language family spoken primarily in Arunachal Pradesh and adjoining regions of Northeast India by various indigenous communities.
-
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.
Wintuan languages
Wintuan languages are a small family of Native American languages historically spoken in northern California, often grouped within the proposed Penutian phylum.
-
E.
Zanian languages
Zanian languages are a small group of closely related Kartvelian languages spoken primarily in western Georgia, including Mingrelian and Laz.
- 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_69a88600b2f88190bc09303e68ab517e |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69abb09caee881908efe8aa38471298c |
completed | March 7, 2026, 4:59 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69addf4ecdc08190a264b358d3883f70 |
completed | March 8, 2026, 8:42 p.m. |
| NEDg | Description generation | batch_69ade0628a3881908443346eab47656e |
completed | March 8, 2026, 8:47 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ade0c545e08190b4469e93922d9b4b |
completed | March 8, 2026, 8:49 p.m. |
Created at: March 4, 2026, 7:34 p.m.