Triple
T1199545
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Philippine–Cordilleran languages |
E25747
|
entity |
| Predicate | hasSubgroup |
P747
|
FINISHED |
| Object |
Northern Luzon languages
The Northern Luzon languages are a major subgroup of Philippine languages spoken primarily in the northern part of Luzon, including prominent languages such as Ilocano and Pangasinan.
|
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: Northern Luzon languages | Statement: [Philippine–Cordilleran languages, hasSubgroup, Northern Luzon languages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Northern Luzon languages Context triple: [Philippine–Cordilleran languages, hasSubgroup, Northern Luzon languages]
-
A.
Southern Luzon languages
The Southern Luzon languages are a subgroup of Philippine Austronesian languages spoken primarily in the southern part of Luzon island in the Philippines, characterized by shared phonological and grammatical features distinct from other Philippine language groups.
-
B.
Greater Central Philippine languages
Greater Central Philippine languages are a major subgroup of the Austronesian language family that includes many of the most widely spoken languages in the central and southern Philippines, such as Tagalog, Bikol, and the Visayan languages.
-
C.
Philippine languages
Philippine languages are a major branch of the Austronesian language family spoken throughout the Philippines, encompassing numerous related languages such as Tagalog, Cebuano, Ilocano, and Bikol.
-
D.
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.
-
E.
Southern Philippine languages subgroup
The Southern Philippine languages subgroup is a branch of the Austronesian language family comprising several related languages spoken primarily in the southern regions of the Philippines.
- 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: Northern Luzon languages Triple: [Philippine–Cordilleran languages, hasSubgroup, Northern Luzon languages]
Generated description
The Northern Luzon languages are a major subgroup of Philippine languages spoken primarily in the northern part of Luzon, including prominent languages such as Ilocano and Pangasinan.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Northern Luzon languages Target entity description: The Northern Luzon languages are a major subgroup of Philippine languages spoken primarily in the northern part of Luzon, including prominent languages such as Ilocano and Pangasinan.
-
A.
Southern Luzon languages
The Southern Luzon languages are a subgroup of Philippine Austronesian languages spoken primarily in the southern part of Luzon island in the Philippines, characterized by shared phonological and grammatical features distinct from other Philippine language groups.
-
B.
Greater Central Philippine languages
Greater Central Philippine languages are a major subgroup of the Austronesian language family that includes many of the most widely spoken languages in the central and southern Philippines, such as Tagalog, Bikol, and the Visayan languages.
-
C.
Philippine languages
Philippine languages are a major branch of the Austronesian language family spoken throughout the Philippines, encompassing numerous related languages such as Tagalog, Cebuano, Ilocano, and Bikol.
-
D.
Philippine–Cordilleran languages
chosen
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.
-
E.
Southern Philippine languages subgroup
The Southern Philippine languages subgroup is a branch of the Austronesian language family comprising several related languages spoken primarily in the southern regions of the Philippines.
- 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_69a49429f5ec8190a6a205eb0ae81e5e |
completed | March 1, 2026, 7:31 p.m. |
| NER | Named-entity recognition | batch_69a4bd9d56748190a12fe4a30346f1d8 |
completed | March 1, 2026, 10:28 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ac7f383a1c8190932e4b200fec02b5 |
completed | March 7, 2026, 7:40 p.m. |
| NEDg | Description generation | batch_69ac7fbadd08819090ef4a9aff3bef0b |
completed | March 7, 2026, 7:42 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ac8022a6b08190ba6a1448cebe6017 |
completed | March 7, 2026, 7:44 p.m. |
Created at: March 1, 2026, 7:46 p.m.