Triple
T23060962
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Paitanic languages |
E574298
|
entity |
| Predicate | hasMember |
P10
|
FINISHED |
| Object |
Lingkabau language
The Lingkabau language is an Austronesian language spoken by an indigenous community in Sabah, Malaysia, and is part of the broader Paitanic subgroup of North Bornean languages.
|
E1567651
|
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: Lingkabau language | Statement: [Paitanic languages, hasMember, Lingkabau language]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lingkabau language Context triple: [Paitanic languages, hasMember, Lingkabau language]
-
A.
Embaloh language
The Embaloh language is an Austronesian language spoken by the Embaloh people of West Kalimantan in Borneo, Indonesia.
-
B.
Kalumpang language
The Kalumpang language is an Austronesian language of Sulawesi, Indonesia, belonging to the South Sulawesi subgroup and closely associated with the Toraja linguistic area.
-
C.
Blablanga language
The Blablanga language is an Oceanic language spoken in the Solomon Islands, belonging to the Northwest Solomonic subgroup of the Austronesian language family.
-
D.
Lamaholot language
The Lamaholot language is an Austronesian language spoken primarily in eastern Flores and nearby islands in Indonesia, known for its numerous dialects and complex verbal morphology.
-
E.
Nanggu language
The Nanggu language is an Oceanic language spoken in the Temotu Province of the Solomon Islands, known for its role in the highly diverse Temotu linguistic subgroup.
- 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: Lingkabau language Triple: [Paitanic languages, hasMember, Lingkabau language]
Generated description
The Lingkabau language is an Austronesian language spoken by an indigenous community in Sabah, Malaysia, and is part of the broader Paitanic subgroup of North Bornean languages.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Lingkabau language Target entity description: The Lingkabau language is an Austronesian language spoken by an indigenous community in Sabah, Malaysia, and is part of the broader Paitanic subgroup of North Bornean languages.
-
A.
Embaloh language
The Embaloh language is an Austronesian language spoken by the Embaloh people of West Kalimantan in Borneo, Indonesia.
-
B.
Kalumpang language
The Kalumpang language is an Austronesian language of Sulawesi, Indonesia, belonging to the South Sulawesi subgroup and closely associated with the Toraja linguistic area.
-
C.
Blablanga language
The Blablanga language is an Oceanic language spoken in the Solomon Islands, belonging to the Northwest Solomonic subgroup of the Austronesian language family.
-
D.
Lamaholot language
The Lamaholot language is an Austronesian language spoken primarily in eastern Flores and nearby islands in Indonesia, known for its numerous dialects and complex verbal morphology.
-
E.
Nanggu language
The Nanggu language is an Oceanic language spoken in the Temotu Province of the Solomon Islands, known for its role in the highly diverse Temotu linguistic subgroup.
- 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_69e245ba7ae48190be606dbc54120e39 |
completed | April 17, 2026, 2:37 p.m. |
| NER | Named-entity recognition | batch_69f1899ff96081908d89a07a3b1065c8 |
completed | April 29, 2026, 4:31 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0c0ae626788190b55ab452779b32c8 |
completed | May 19, 2026, 7:01 a.m. |
| NEDg | Description generation | batch_6a0c0bfdc59481908f7d25160e7cf46d |
completed | May 19, 2026, 7:06 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0c0c7c5bb081909bcd6d2d2571f0cb |
completed | May 19, 2026, 7:08 a.m. |
Created at: April 17, 2026, 3:55 p.m.