Triple
T6509802
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Massenrempulu languages |
E150097
|
entity |
| Predicate | hasMember |
P10
|
FINISHED |
| Object |
Malimpung language
The Malimpung language is an Austronesian language spoken by a small community in South Sulawesi, Indonesia, and is part of the Massenrempulu subgroup.
|
E601368
|
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: Malimpung language | Statement: [Massenrempulu languages, hasMember, Malimpung language]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Malimpung language Context triple: [Massenrempulu languages, hasMember, Malimpung language]
-
A.
Kedayan language
The Kedayan language is an Austronesian language spoken primarily by the Kedayan people of Brunei, Sabah, and parts of Borneo, closely related to Malay and other Greater North Borneo languages.
-
B.
Bima language
Bima language is an Austronesian language spoken primarily on Sumbawa Island in Indonesia, known for its distinct grammar and vocabulary within the region.
-
C.
Banjar language
The Banjar language is an Austronesian language spoken primarily by the Banjar people of South Kalimantan, Indonesia, and is considered a regional variety closely associated with the broader Malay linguistic family.
-
D.
Bidayuh language
The Bidayuh language is an Austronesian language spoken by the Bidayuh people of western Borneo, particularly in the Malaysian state of Sarawak and parts of Indonesian Kalimantan.
-
E.
Mampruli language
Mampruli is a Gur language spoken primarily by the Mamprusi people in northern Ghana and parts of neighboring West African countries.
- 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: Malimpung language Triple: [Massenrempulu languages, hasMember, Malimpung language]
Generated description
The Malimpung language is an Austronesian language spoken by a small community in South Sulawesi, Indonesia, and is part of the Massenrempulu subgroup.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Malimpung language Target entity description: The Malimpung language is an Austronesian language spoken by a small community in South Sulawesi, Indonesia, and is part of the Massenrempulu subgroup.
-
A.
Kedayan language
The Kedayan language is an Austronesian language spoken primarily by the Kedayan people of Brunei, Sabah, and parts of Borneo, closely related to Malay and other Greater North Borneo languages.
-
B.
Bima language
Bima language is an Austronesian language spoken primarily on Sumbawa Island in Indonesia, known for its distinct grammar and vocabulary within the region.
-
C.
Banjar language
The Banjar language is an Austronesian language spoken primarily by the Banjar people of South Kalimantan, Indonesia, and is considered a regional variety closely associated with the broader Malay linguistic family.
-
D.
Bidayuh language
The Bidayuh language is an Austronesian language spoken by the Bidayuh people of western Borneo, particularly in the Malaysian state of Sarawak and parts of Indonesian Kalimantan.
-
E.
Mampruli language
Mampruli is a Gur language spoken primarily by the Mamprusi people in northern Ghana and parts of neighboring West African countries.
- 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_69c687ef291081909d437f035eef1cda |
completed | March 27, 2026, 1:36 p.m. |
| NER | Named-entity recognition | batch_69c69f398f10819096342f3646cefcc2 |
completed | March 27, 2026, 3:16 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c6cb5782fc8190a56b714bbc007490 |
completed | March 27, 2026, 6:24 p.m. |
| NEDg | Description generation | batch_69c6cd88f66c81909b364a816aeee8bf |
completed | March 27, 2026, 6:33 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c6ce3a53cc8190a40d696a22ec65f4 |
completed | March 27, 2026, 6:36 p.m. |
Created at: March 27, 2026, 1:43 p.m.