Triple
T23473415
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kallahan languages |
E570189
|
entity |
| Predicate | hasMember |
P10
|
FINISHED |
| Object |
Antipolo Kallahan language
Antipolo Kallahan language is a minority Austronesian language spoken by the Kalanguya (Kallahan) people in the Antipolo area of northern Luzon in the Philippines.
|
E1587960
|
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: Antipolo Kallahan language | Statement: [Kallahan languages, hasMember, Antipolo Kallahan language]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Antipolo Kallahan language Context triple: [Kallahan languages, hasMember, Antipolo Kallahan language]
-
A.
Quezon Palawano language
Quezon Palawano language is an Austronesian language spoken by the Palawano people in the Quezon area of Palawan in the Philippines.
-
B.
Kalagan language
The Kalagan language is an Austronesian language spoken by the Kalagan people of Mindanao in the southern Philippines, particularly in areas such as Sarangani.
-
C.
Aborlan Tagbanwa language
The Aborlan Tagbanwa language is an Austronesian language spoken by the Tagbanwa people of Palawan in the Philippines.
-
D.
Bolinao language
The Bolinao language is an Austronesian language spoken primarily in the town of Bolinao in Pangasinan, Philippines, and is closely associated with the Sambalic subgroup of Philippine languages.
-
E.
Calamian Tagbanwa language
Calamian Tagbanwa is an Austronesian language spoken by the Tagbanwa people in the Calamian Islands of northern Palawan 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: Antipolo Kallahan language Triple: [Kallahan languages, hasMember, Antipolo Kallahan language]
Generated description
Antipolo Kallahan language is a minority Austronesian language spoken by the Kalanguya (Kallahan) people in the Antipolo area of northern Luzon in the Philippines.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Antipolo Kallahan language Target entity description: Antipolo Kallahan language is a minority Austronesian language spoken by the Kalanguya (Kallahan) people in the Antipolo area of northern Luzon in the Philippines.
-
A.
Quezon Palawano language
Quezon Palawano language is an Austronesian language spoken by the Palawano people in the Quezon area of Palawan in the Philippines.
-
B.
Kalagan language
The Kalagan language is an Austronesian language spoken by the Kalagan people of Mindanao in the southern Philippines, particularly in areas such as Sarangani.
-
C.
Aborlan Tagbanwa language
The Aborlan Tagbanwa language is an Austronesian language spoken by the Tagbanwa people of Palawan in the Philippines.
-
D.
Bolinao language
The Bolinao language is an Austronesian language spoken primarily in the town of Bolinao in Pangasinan, Philippines, and is closely associated with the Sambalic subgroup of Philippine languages.
-
E.
Calamian Tagbanwa language
Calamian Tagbanwa is an Austronesian language spoken by the Tagbanwa people in the Calamian Islands of northern Palawan 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_69e245af8a88819084f2704f6d265a92 |
completed | April 17, 2026, 2:37 p.m. |
| NER | Named-entity recognition | batch_69f1a70244208190bbd8f58ac16d4399 |
completed | April 29, 2026, 6:36 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0c82604cc08190b36c6b9636b6bf42 |
completed | May 19, 2026, 3:31 p.m. |
| NEDg | Description generation | batch_6a0ca6f06a348190bfdba0452077f45b |
completed | May 19, 2026, 6:07 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0ca7bdf7f08190b50191b029480fc5 |
completed | May 19, 2026, 6:11 p.m. |
Created at: April 17, 2026, 5:58 p.m.