Triple
T5575433
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bornean languages |
E146305
|
entity |
| Predicate | hasSubgroup |
P747
|
FINISHED |
| Object |
Melanau–Kajang languages
The Melanau–Kajang languages are a subgroup of Austronesian languages spoken primarily by the Melanau and related indigenous communities in parts of Borneo, especially in Sarawak, Malaysia.
|
E146305
|
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: Melanau–Kajang languages | Statement: [Bornean languages, hasSubgroup, Melanau–Kajang languages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Melanau–Kajang languages Context triple: [Bornean languages, hasSubgroup, Melanau–Kajang languages]
-
A.
Bornean languages
Bornean languages are a subgroup of the Malayo-Polynesian language family spoken on the island of Borneo, encompassing diverse indigenous languages of Brunei, Indonesia, and Malaysia.
-
B.
Kutai Malay
Kutai Malay is a regional variety of the Malayic language family spoken primarily in the Kutai region of East Kalimantan, Indonesia, with its own distinctive phonological and lexical features.
-
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.
Sarawak Malay
Sarawak Malay is a regional variety of the Malay language spoken primarily in the Malaysian state of Sarawak, distinguished by its unique vocabulary, pronunciation, and grammatical features.
-
E.
Kadazan Dusun language
Kadazan Dusun is an Austronesian language spoken primarily by the Kadazan-Dusun people of Sabah, Malaysia, and is notable for its rich oral traditions and role in indigenous cultural identity.
- 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: Melanau–Kajang languages Triple: [Bornean languages, hasSubgroup, Melanau–Kajang languages]
Generated description
The Melanau–Kajang languages are a subgroup of Austronesian languages spoken primarily by the Melanau and related indigenous communities in parts of Borneo, especially in Sarawak, Malaysia.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Melanau–Kajang languages Target entity description: The Melanau–Kajang languages are a subgroup of Austronesian languages spoken primarily by the Melanau and related indigenous communities in parts of Borneo, especially in Sarawak, Malaysia.
-
A.
Bornean languages
chosen
Bornean languages are a subgroup of the Malayo-Polynesian language family spoken on the island of Borneo, encompassing diverse indigenous languages of Brunei, Indonesia, and Malaysia.
-
B.
Kutai Malay
Kutai Malay is a regional variety of the Malayic language family spoken primarily in the Kutai region of East Kalimantan, Indonesia, with its own distinctive phonological and lexical features.
-
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.
Sarawak Malay
Sarawak Malay is a regional variety of the Malay language spoken primarily in the Malaysian state of Sarawak, distinguished by its unique vocabulary, pronunciation, and grammatical features.
-
E.
Kadazan Dusun language
Kadazan Dusun is an Austronesian language spoken primarily by the Kadazan-Dusun people of Sabah, Malaysia, and is notable for its rich oral traditions and role in indigenous cultural identity.
- F. None of above.
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_69c02855acac8190bd00219aa9647e98 |
completed | March 22, 2026, 5:35 p.m. |
| NEDg | Description generation | batch_69c0366f37f0819097ca1b23b8ebecc2 |
completed | March 22, 2026, 6:35 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c036ee4e1c8190b9e60655d72407ff |
completed | March 22, 2026, 6:37 p.m. |
Created at: March 22, 2026, 3:37 p.m.