Triple
T1199564
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Philippine–Cordilleran languages |
E25747
|
entity |
| Predicate | hasMember |
P10
|
FINISHED |
| Object |
Balangao language
The Balangao language is an Austronesian language spoken by the Balangao people in the Mountain Province of the northern Philippines.
|
E149988
|
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: Balangao language | Statement: [Philippine–Cordilleran languages, hasMember, Balangao language]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Balangao language Context triple: [Philippine–Cordilleran languages, hasMember, Balangao language]
-
A.
Ibaloy language
The Ibaloy language is an Austronesian language spoken by the Ibaloy people of Benguet in the northern Philippines, known for its rich oral traditions and distinct phonology within the Cordilleran highlands.
-
B.
Kalanguya language
The Kalanguya language is an Austronesian language spoken by the Kalanguya people in the northern Luzon highlands of the Philippines.
-
C.
Gaddang language
The Gaddang language is an Austronesian language spoken by the Gaddang people of northern Luzon in the Philippines, particularly in the Cagayan Valley region.
-
D.
Banggai language
The Banggai language is an Austronesian language spoken by the Banggai people in the Banggai Islands and nearby coastal areas of Central Sulawesi, Indonesia.
-
E.
Ibanag language
The Ibanag language is an Austronesian language spoken primarily in the Cagayan Valley region of northern Luzon in 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: Balangao language Triple: [Philippine–Cordilleran languages, hasMember, Balangao language]
Generated description
The Balangao language is an Austronesian language spoken by the Balangao people in the Mountain Province of the northern Philippines.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Balangao language Target entity description: The Balangao language is an Austronesian language spoken by the Balangao people in the Mountain Province of the northern Philippines.
-
A.
Ibaloy language
The Ibaloy language is an Austronesian language spoken by the Ibaloy people of Benguet in the northern Philippines, known for its rich oral traditions and distinct phonology within the Cordilleran highlands.
-
B.
Kalanguya language
The Kalanguya language is an Austronesian language spoken by the Kalanguya people in the northern Luzon highlands of the Philippines.
-
C.
Gaddang language
The Gaddang language is an Austronesian language spoken by the Gaddang people of northern Luzon in the Philippines, particularly in the Cagayan Valley region.
-
D.
Banggai language
The Banggai language is an Austronesian language spoken by the Banggai people in the Banggai Islands and nearby coastal areas of Central Sulawesi, Indonesia.
-
E.
Ibanag language
The Ibanag language is an Austronesian language spoken primarily in the Cagayan Valley region of northern Luzon in the Philippines.
- 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_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_69acbadb9758819097fd03d59ad95367 |
completed | March 7, 2026, 11:55 p.m. |
| NEDg | Description generation | batch_69acbb7f877081909fad30dac9254a34 |
completed | March 7, 2026, 11:57 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69acbbdbab04819087b42477acbbb5f4 |
completed | March 7, 2026, 11:59 p.m. |
Created at: March 1, 2026, 7:46 p.m.