Triple
T6474991
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Southern Luzon |
E146048
|
entity |
| Predicate | hasLanguage |
P15
|
FINISHED |
| Object |
Tagbanwa languages
Tagbanwa languages are a group of closely related Austronesian languages spoken by the Tagbanwa people of Palawan in the Philippines, known for their association with one of the country’s indigenous scripts.
|
E598492
|
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: Tagbanwa languages | Statement: [Southern Luzon, hasLanguage, Tagbanwa languages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Tagbanwa languages Context triple: [Southern Luzon, hasLanguage, Tagbanwa languages]
-
A.
Palawano languages
The Palawano languages are a group of closely related Austronesian languages spoken primarily by the Palawano people on the island of Palawan in the Philippines.
-
B.
Manobo languages
The Manobo languages are a group of closely related Austronesian languages spoken primarily by various Manobo ethnic groups in Mindanao in the southern Philippines.
-
C.
Misumalpan languages
The Misumalpan languages are a small family of indigenous languages spoken primarily along the Atlantic coast of Nicaragua and neighboring regions of Central America.
-
D.
Danao languages
The Danao languages are a subgroup of Austronesian languages spoken primarily in the southern Philippines, including languages such as Maranao, Maguindanaon, and Iranun.
-
E.
Beti–Pahuin languages
The Beti–Pahuin languages are a closely related cluster of Bantu languages spoken primarily in Cameroon, Equatorial Guinea, and Gabon by Beti-Pahuin ethnic groups.
- 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: Tagbanwa languages Triple: [Southern Luzon, hasLanguage, Tagbanwa languages]
Generated description
Tagbanwa languages are a group of closely related Austronesian languages spoken by the Tagbanwa people of Palawan in the Philippines, known for their association with one of the country’s indigenous scripts.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Tagbanwa languages Target entity description: Tagbanwa languages are a group of closely related Austronesian languages spoken by the Tagbanwa people of Palawan in the Philippines, known for their association with one of the country’s indigenous scripts.
-
A.
Palawano languages
The Palawano languages are a group of closely related Austronesian languages spoken primarily by the Palawano people on the island of Palawan in the Philippines.
-
B.
Manobo languages
The Manobo languages are a group of closely related Austronesian languages spoken primarily by various Manobo ethnic groups in Mindanao in the southern Philippines.
-
C.
Misumalpan languages
The Misumalpan languages are a small family of indigenous languages spoken primarily along the Atlantic coast of Nicaragua and neighboring regions of Central America.
-
D.
Danao languages
The Danao languages are a subgroup of Austronesian languages spoken primarily in the southern Philippines, including languages such as Maranao, Maguindanaon, and Iranun.
-
E.
Beti–Pahuin languages
The Beti–Pahuin languages are a closely related cluster of Bantu languages spoken primarily in Cameroon, Equatorial Guinea, and Gabon by Beti-Pahuin ethnic groups.
- 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_69c008fec7408190af7b146dc63d9750 |
completed | March 22, 2026, 3:21 p.m. |
| NER | Named-entity recognition | batch_69c06a341360819082f2b5496a1a68b0 |
completed | March 22, 2026, 10:16 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c67403f7bc81908020e7f488121f8f |
completed | March 27, 2026, 12:11 p.m. |
| NEDg | Description generation | batch_69c6754b0a2c81908cec3d683f8117fc |
completed | March 27, 2026, 12:17 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c6766d8eb48190bdcb6e494b04d90b |
completed | March 27, 2026, 12:22 p.m. |
Created at: March 22, 2026, 4:50 p.m.