Triple
T1322771
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | South Sulawesi languages |
E28256
|
entity |
| Predicate | hasSubgroup |
P747
|
FINISHED |
| Object |
Massenrempulu languages
The Massenrempulu languages are a subgroup of Austronesian languages spoken in the highland regions of South Sulawesi, Indonesia, known for their close linguistic relationships and shared cultural history.
|
E150097
|
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: Massenrempulu languages | Statement: [South Sulawesi languages, hasSubgroup, Massenrempulu languages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Massenrempulu languages Context triple: [South Sulawesi languages, hasSubgroup, Massenrempulu languages]
-
A.
Kayanic languages
Kayanic languages are a group of closely related Austronesian languages spoken primarily by Kayan and related indigenous communities in Borneo.
-
B.
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.
-
C.
Algic languages
Algic languages are a Native North American language family that includes the widespread Algonquian branch along with a few closely related but more geographically restricted languages.
-
D.
Atayalic languages
The Atayalic languages are a small subgroup of indigenous Austronesian languages spoken in northern Taiwan, primarily by the Atayal and Seediq peoples.
-
E.
Ellicean languages
Ellicean languages are a subgroup of the Austronesian language family spoken primarily in parts of Polynesia, including Tuvalu and surrounding island regions.
- 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: Massenrempulu languages Triple: [South Sulawesi languages, hasSubgroup, Massenrempulu languages]
Generated description
The Massenrempulu languages are a subgroup of Austronesian languages spoken in the highland regions of South Sulawesi, Indonesia, known for their close linguistic relationships and shared cultural history.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Massenrempulu languages Target entity description: The Massenrempulu languages are a subgroup of Austronesian languages spoken in the highland regions of South Sulawesi, Indonesia, known for their close linguistic relationships and shared cultural history.
-
A.
Kayanic languages
Kayanic languages are a group of closely related Austronesian languages spoken primarily by Kayan and related indigenous communities in Borneo.
-
B.
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.
-
C.
Algic languages
Algic languages are a Native North American language family that includes the widespread Algonquian branch along with a few closely related but more geographically restricted languages.
-
D.
Atayalic languages
The Atayalic languages are a small subgroup of indigenous Austronesian languages spoken in northern Taiwan, primarily by the Atayal and Seediq peoples.
-
E.
Ellicean languages
Ellicean languages are a subgroup of the Austronesian language family spoken primarily in parts of Polynesia, including Tuvalu and surrounding island regions.
- 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_69a498540a2481909e807a762280d3ba |
completed | March 1, 2026, 7:49 p.m. |
| NER | Named-entity recognition | batch_69a4c19b76b48190aa8857b80971a842 |
completed | March 1, 2026, 10:45 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69acbafabec08190a18c5fd23e2b833c |
completed | March 7, 2026, 11:55 p.m. |
| NEDg | Description generation | batch_69acbb6b51608190a90f63b6fdd51690 |
completed | March 7, 2026, 11:57 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69acbbdbab04819087b42477acbbb5f4 |
completed | March 7, 2026, 11:59 p.m. |
Created at: March 1, 2026, 7:55 p.m.