Triple
T1204584
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Greater North Borneo languages |
E25858
|
entity |
| Predicate | includesLanguageGroup |
P3349
|
FINISHED |
| Object |
Malayo-Chamic languages
Malayo-Chamic languages are a subgroup of the Austronesian language family that includes Malay, Indonesian, and related languages spoken across parts of Southeast Asia and the Indian Ocean region.
|
E28902
|
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: Malayo-Chamic languages | Statement: [Greater North Borneo languages, includesLanguageGroup, Malayo-Chamic languages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Malayo-Chamic languages Context triple: [Greater North Borneo languages, includesLanguageGroup, Malayo-Chamic languages]
-
A.
Penutian languages
Penutian languages are a proposed family of Native American languages spoken primarily in the western United States, noted for their controversial genetic relationships and inclusion of several distinct regional language groups.
-
B.
Austronesian languages
Austronesian languages are a large and widely dispersed language family spoken across maritime Southeast Asia, Madagascar, the Pacific Islands, and parts of mainland Asia.
-
C.
Philippine–Cordilleran languages
The Philippine–Cordilleran languages are a major subgroup of the Austronesian language family spoken primarily in the northern Philippines, encompassing numerous indigenous languages of the Cordillera region and surrounding areas.
-
D.
Malayic languages
Malayic languages are a subgroup of the Austronesian language family that includes Malay, Indonesian, and closely related languages spoken primarily in Maritime Southeast Asia.
-
E.
Danao languages
The Danao languages are a subgroup of Austronesian languages spoken primarily in the southern Philippines, including languages such as Maranao, Maguindanaon, and Iranun.
- 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: Malayo-Chamic languages Triple: [Greater North Borneo languages, includesLanguageGroup, Malayo-Chamic languages]
Generated description
Malayo-Chamic languages are a subgroup of the Austronesian language family that includes Malay, Indonesian, and related languages spoken across parts of Southeast Asia and the Indian Ocean region.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Malayo-Chamic languages Target entity description: Malayo-Chamic languages are a subgroup of the Austronesian language family that includes Malay, Indonesian, and related languages spoken across parts of Southeast Asia and the Indian Ocean region.
-
A.
Penutian languages
Penutian languages are a proposed family of Native American languages spoken primarily in the western United States, noted for their controversial genetic relationships and inclusion of several distinct regional language groups.
-
B.
Austronesian languages
Austronesian languages are a large and widely dispersed language family spoken across maritime Southeast Asia, Madagascar, the Pacific Islands, and parts of mainland Asia.
-
C.
Philippine–Cordilleran languages
The Philippine–Cordilleran languages are a major subgroup of the Austronesian language family spoken primarily in the northern Philippines, encompassing numerous indigenous languages of the Cordillera region and surrounding areas.
-
D.
Malayic languages
chosen
Malayic languages are a subgroup of the Austronesian language family that includes Malay, Indonesian, and closely related languages spoken primarily in Maritime Southeast Asia.
-
E.
Danao languages
The Danao languages are a subgroup of Austronesian languages spoken primarily in the southern Philippines, including languages such as Maranao, Maguindanaon, and Iranun.
- 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_69a4942b30f08190a91c60573e16b5ef |
completed | March 1, 2026, 7:31 p.m. |
| NER | Named-entity recognition | batch_69a4bdc0f8d08190b340012a9eb26275 |
completed | March 1, 2026, 10:29 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ac99775ca081909e4d8c81c40c277b |
completed | March 7, 2026, 9:32 p.m. |
| NEDg | Description generation | batch_69ac9f0cc1708190877966c6cfdbd2ba |
completed | March 7, 2026, 9:56 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ac9f40269081909f45266cfa371888 |
completed | March 7, 2026, 9:57 p.m. |
Created at: March 1, 2026, 7:46 p.m.