Triple
T5615185
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Isinay language |
E147458
|
entity |
| Predicate | languageFamily |
P1047
|
FINISHED |
| Object |
Northern Luzon languages
The Northern Luzon languages are a subgroup of Philippine Austronesian languages spoken primarily in the northern part of Luzon in the Philippines, encompassing several related indigenous languages of the region.
|
E544092
|
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: [Isinay language, languageFamily, Northern Luzon languages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Northern Luzon languages Context triple: [Isinay language, languageFamily, 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.
Central Luzon languages
The Central Luzon languages are a group of closely related Austronesian languages spoken in the Central Luzon region of the Philippines, including major languages such as Kapampangan and Sambal.
-
C.
Cagayan Valley languages
The Cagayan Valley languages are a subgroup of Northern Philippine languages spoken primarily in the Cagayan Valley region of Luzon, including languages such as Ibanag, Itawit, and Gaddang.
-
D.
Proto-Northern Luzon language
Proto-Northern Luzon language is a reconstructed ancestral language hypothesized to be the common source of the Northern Luzon subgroup of Austronesian languages spoken in the northern Philippines.
-
E.
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.
- 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: [Isinay language, languageFamily, Northern Luzon languages]
Generated description
The Northern Luzon languages are a subgroup of Philippine Austronesian languages spoken primarily in the northern part of Luzon in the Philippines, encompassing several related indigenous languages of the region.
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 subgroup of Philippine Austronesian languages spoken primarily in the northern part of Luzon in the Philippines, encompassing several related indigenous languages of the region.
-
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.
Central Luzon languages
The Central Luzon languages are a group of closely related Austronesian languages spoken in the Central Luzon region of the Philippines, including major languages such as Kapampangan and Sambal.
-
C.
Cagayan Valley languages
The Cagayan Valley languages are a subgroup of Northern Philippine languages spoken primarily in the Cagayan Valley region of Luzon, including languages such as Ibanag, Itawit, and Gaddang.
-
D.
Proto-Northern Luzon language
Proto-Northern Luzon language is a reconstructed ancestral language hypothesized to be the common source of the Northern Luzon subgroup of Austronesian languages spoken in the northern Philippines.
-
E.
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.
- 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_69c00905d4588190bd967842bbcf2219 |
completed | March 22, 2026, 3:21 p.m. |
| NER | Named-entity recognition | batch_69c02123fa9081909086c9cce3f3e907 |
completed | March 22, 2026, 5:04 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c07d9957e481909b57e8d524f4b4f6 |
completed | March 22, 2026, 11:39 p.m. |
| NEDg | Description generation | batch_69c08d5a3fbc8190bd0a0862ad6ae66d |
completed | March 23, 2026, 12:46 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c08dc4d12c8190a7a245d583ef08d4 |
completed | March 23, 2026, 12:48 a.m. |
Created at: March 22, 2026, 3:39 p.m.