Triple
T5575438
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bornean languages |
E146305
|
entity |
| Predicate | hasSubgroup |
P747
|
FINISHED |
| Object |
Barito–Mahakam languages
The Barito–Mahakam languages are a subgroup of Austronesian languages spoken in parts of Borneo, particularly along the Barito and Mahakam river regions.
|
E544810
|
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: Barito–Mahakam languages | Statement: [Bornean languages, hasSubgroup, Barito–Mahakam languages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Barito–Mahakam languages Context triple: [Bornean languages, hasSubgroup, Barito–Mahakam languages]
-
A.
Alor–Pantar languages
The Alor–Pantar languages are a group of non-Austronesian (Papuan) languages spoken primarily on the Alor and Pantar islands in eastern Indonesia, noted for their complex morphology and typological diversity.
-
B.
Sunda-Sulawesi languages
The Sunda-Sulawesi languages are a proposed group of Austronesian languages spoken primarily in western and central Indonesia, including parts of Java, Sulawesi, and nearby islands.
-
C.
Rejang languages
The Rejang languages are a small group of Austronesian languages spoken primarily in southwestern Sumatra, Indonesia, known for their distinctive phonology and use of the traditional Rejang script.
-
D.
Sulawesi languages
The Sulawesi languages are a diverse group of Austronesian languages spoken on the Indonesian island of Sulawesi, known for their complex typological variation and significant internal linguistic diversity.
-
E.
Timor–Babar languages
The Timor–Babar languages are a subgroup of Austronesian languages spoken primarily on Timor and nearby islands in eastern Indonesia, noted for their complex phonologies and diverse grammatical structures.
- 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: Barito–Mahakam languages Triple: [Bornean languages, hasSubgroup, Barito–Mahakam languages]
Generated description
The Barito–Mahakam languages are a subgroup of Austronesian languages spoken in parts of Borneo, particularly along the Barito and Mahakam river regions.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Barito–Mahakam languages Target entity description: The Barito–Mahakam languages are a subgroup of Austronesian languages spoken in parts of Borneo, particularly along the Barito and Mahakam river regions.
-
A.
Alor–Pantar languages
The Alor–Pantar languages are a group of non-Austronesian (Papuan) languages spoken primarily on the Alor and Pantar islands in eastern Indonesia, noted for their complex morphology and typological diversity.
-
B.
Sunda-Sulawesi languages
The Sunda-Sulawesi languages are a proposed group of Austronesian languages spoken primarily in western and central Indonesia, including parts of Java, Sulawesi, and nearby islands.
-
C.
Rejang languages
The Rejang languages are a small group of Austronesian languages spoken primarily in southwestern Sumatra, Indonesia, known for their distinctive phonology and use of the traditional Rejang script.
-
D.
Sulawesi languages
The Sulawesi languages are a diverse group of Austronesian languages spoken on the Indonesian island of Sulawesi, known for their complex typological variation and significant internal linguistic diversity.
-
E.
Timor–Babar languages
The Timor–Babar languages are a subgroup of Austronesian languages spoken primarily on Timor and nearby islands in eastern Indonesia, noted for their complex phonologies and diverse grammatical structures.
- 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_69c008ffed108190a084602227af6157 |
completed | March 22, 2026, 3:21 p.m. |
| NER | Named-entity recognition | batch_69c02067e8d8819090a006cb266da5fe |
completed | March 22, 2026, 5:01 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c07d85e478819087502c3927997363 |
completed | March 22, 2026, 11:38 p.m. |
| NEDg | Description generation | batch_69c08d238384819089104f5c778ec315 |
completed | March 23, 2026, 12:45 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c08dac9eec8190996f6c537777801b |
completed | March 23, 2026, 12:47 a.m. |
Created at: March 22, 2026, 3:37 p.m.