Triple
T200652
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Austronesian languages |
E4098
|
entity |
| Predicate | hasSubfamily |
P747
|
FINISHED |
| Object |
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.
|
E25747
|
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: Philippine–Cordilleran languages | Statement: [Austronesian languages, hasSubfamily, Philippine–Cordilleran languages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Philippine–Cordilleran languages Context triple: [Austronesian languages, hasSubfamily, Philippine–Cordilleran languages]
-
A.
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.
-
B.
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.
-
C.
Bikol language
The Bikol language is an Austronesian language spoken primarily in the Bicol Region of the Philippines, known for its several regional varieties and close relation to other Central Philippine languages.
-
D.
Ilocano language
The Ilocano language is an Austronesian language widely spoken in northern Luzon and by migrant communities across the Philippines and abroad.
-
E.
Kapampangan language
Kapampangan is an Austronesian language of the Philippines primarily spoken in the Pampanga region of Central Luzon.
- 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: Philippine–Cordilleran languages Triple: [Austronesian languages, hasSubfamily, Philippine–Cordilleran languages]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Philippine–Cordilleran languages Target entity description: 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.
-
A.
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.
-
B.
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.
-
C.
Bikol language
The Bikol language is an Austronesian language spoken primarily in the Bicol Region of the Philippines, known for its several regional varieties and close relation to other Central Philippine languages.
-
D.
Ilocano language
The Ilocano language is an Austronesian language widely spoken in northern Luzon and by migrant communities across the Philippines and abroad.
-
E.
Kapampangan language
Kapampangan is an Austronesian language of the Philippines primarily spoken in the Pampanga region of Central Luzon.
- 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_69a254bca59881909a15e1496f1508c7 |
completed | Feb. 28, 2026, 2:36 a.m. |
| NER | Named-entity recognition | batch_69a25be47ea881909c296b30a0d47a65 |
completed | Feb. 28, 2026, 3:07 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a3232f11a08190ad532c68d9e8e2da |
completed | Feb. 28, 2026, 5:17 p.m. |
| NEDg | Description generation | batch_69a3244be2b48190a44c07f04ddc623d |
completed | Feb. 28, 2026, 5:22 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a324b5516c8190bda5ecb3c4c0d370 |
completed | Feb. 28, 2026, 5:24 p.m. |
Created at: Feb. 28, 2026, 2:44 a.m.