Triple
T22934536
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Talifuguen |
E569543
|
entity |
| Predicate | partOfLanguageGroup |
P31853
|
FINISHED |
| Object | Northern Luzon languages |
—
|
NE NERFINISHED |
How this triple was built (3 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: [Talifuguen, partOfLanguageGroup, Northern Luzon languages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Northern Luzon languages Context triple: [Talifuguen, partOfLanguageGroup, Northern Luzon languages]
-
A.
Northern Luzon languages
chosen
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.
-
B.
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.
-
C.
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.
-
D.
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.
-
E.
Bicol languages
The Bicol languages are a group of closely related Austronesian languages spoken in the Bicol Region of the Philippines, known for their rich oral traditions and distinct phonology.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: partOfLanguageGroup Context triple: [Talifuguen, partOfLanguageGroup, Northern Luzon languages]
-
A.
partOfLanguage
Indicates that one linguistic element belongs to, is included within, or is a component of a particular language.
-
B.
linguisticSubgroup
chosen
Indicates that one linguistic group forms a subordinate or specialized subset within a larger linguistic group or family.
-
C.
hasLanguageGroup
Indicates that an entity belongs to, is associated with, or is categorized under a particular language group.
-
D.
majorLanguageGroupOf
Indicates that one language group is the primary or dominant linguistic classification to which another language or set of languages belongs.
-
E.
inLanguageFamily
Indicates that two languages belong to the same linguistic family or classification.
- F. None of above.
Provenance (3 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_69e24590862c8190858f180ad302adab |
completed | April 17, 2026, 2:37 p.m. |
| NER | Named-entity recognition | batch_69f18134484c8190b7311606c17d058d |
completed | April 29, 2026, 3:55 a.m. |
| PD | Predicate disambiguation | batch_69ef3b882e708190b0eb0c87021c75b8 |
completed | April 27, 2026, 10:33 a.m. |
Created at: April 17, 2026, 3:44 p.m.