Triple
T1302630
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Central Malayo-Polynesian languages |
E27800
|
entity |
| Predicate | hasSubgroup |
P747
|
FINISHED |
| Object |
Central Maluku languages
Central Maluku languages are a subgroup of Austronesian languages spoken primarily in the central region of the Maluku Islands in eastern Indonesia.
|
E150728
|
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: Central Maluku languages | Statement: [Central Malayo-Polynesian languages, hasSubgroup, Central Maluku languages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Central Maluku languages Context triple: [Central Malayo-Polynesian languages, hasSubgroup, Central Maluku languages]
-
A.
Celebic–South Halmahera languages
The Celebic–South Halmahera languages are a proposed subgroup of Austronesian languages spoken primarily in Sulawesi and the southern Halmahera region of eastern Indonesia.
-
B.
Flores–Lembata languages
The Flores–Lembata languages are a subgroup of Austronesian languages spoken on the islands of Flores and Lembata in eastern Indonesia, known for their distinctive phonological and grammatical features within the region.
-
C.
Central Banda languages
The Central Banda languages are a group of closely related Banda languages spoken primarily in the Central African Republic and neighboring regions of central Africa.
-
D.
Central Malayo-Polynesian languages
The Central Malayo-Polynesian languages are a proposed group of Austronesian languages spoken mainly in eastern Indonesia, characterized by shared phonological and grammatical innovations that distinguish them from neighboring Malayo-Polynesian branches.
-
E.
South Sulawesi languages
South Sulawesi languages are a subgroup of the Austronesian language family spoken primarily on the Indonesian island of Sulawesi, known for their significant internal diversity and historical importance in the region.
- 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: Central Maluku languages Triple: [Central Malayo-Polynesian languages, hasSubgroup, Central Maluku languages]
Generated description
Central Maluku languages are a subgroup of Austronesian languages spoken primarily in the central region of the Maluku Islands in eastern Indonesia.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Central Maluku languages Target entity description: Central Maluku languages are a subgroup of Austronesian languages spoken primarily in the central region of the Maluku Islands in eastern Indonesia.
-
A.
Celebic–South Halmahera languages
The Celebic–South Halmahera languages are a proposed subgroup of Austronesian languages spoken primarily in Sulawesi and the southern Halmahera region of eastern Indonesia.
-
B.
Flores–Lembata languages
The Flores–Lembata languages are a subgroup of Austronesian languages spoken on the islands of Flores and Lembata in eastern Indonesia, known for their distinctive phonological and grammatical features within the region.
-
C.
Central Banda languages
The Central Banda languages are a group of closely related Banda languages spoken primarily in the Central African Republic and neighboring regions of central Africa.
-
D.
Central Malayo-Polynesian languages
The Central Malayo-Polynesian languages are a proposed group of Austronesian languages spoken mainly in eastern Indonesia, characterized by shared phonological and grammatical innovations that distinguish them from neighboring Malayo-Polynesian branches.
-
E.
South Sulawesi languages
South Sulawesi languages are a subgroup of the Austronesian language family spoken primarily on the Indonesian island of Sulawesi, known for their significant internal diversity and historical importance in the region.
- 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_69a496d7d83481908f83085854e51328 |
completed | March 1, 2026, 7:43 p.m. |
| NER | Named-entity recognition | batch_69a4c115ba64819081c55fa6807e19ef |
completed | March 1, 2026, 10:43 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69acbae9c8a88190bf9de136a41c82a4 |
completed | March 7, 2026, 11:55 p.m. |
| NEDg | Description generation | batch_69acbbaaa7108190aac908e9fec6d186 |
completed | March 7, 2026, 11:58 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69acbbfee7e88190b216beef1c862f64 |
completed | March 7, 2026, 11:59 p.m. |
Created at: March 1, 2026, 7:51 p.m.