Triple
T2686481
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | South Cotabato |
E57495
|
entity |
| Predicate | hasMunicipality |
P847
|
FINISHED |
| Object |
Tboli
Tboli is a landlocked municipality in the province of South Cotabato in the Philippines, known for its indigenous Tboli culture and scenic Lake Holon.
|
E288632
|
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: Tboli | Statement: [South Cotabato, hasMunicipality, Tboli]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Tboli Context triple: [South Cotabato, hasMunicipality, Tboli]
-
A.
Tboli
The Tboli are an indigenous ethnolinguistic group of Mindanao in the southern Philippines, known for their rich oral traditions, intricate T’nalak weaving, and distinct cultural practices.
-
B.
Butuanon
Butuanon is an Austronesian language spoken primarily in the city of Butuan and surrounding areas in northeastern Mindanao in the southern Philippines.
-
C.
Bagobo
The Bagobo are an indigenous ethnic group in the southern Philippines known for their rich oral traditions, intricate weaving and beadwork, and distinct animist beliefs.
-
D.
Maranao
The Maranao are a predominantly Muslim ethnolinguistic group in the southern Philippines known for their rich artistic traditions, including okir woodcarving and the epic Darangen.
-
E.
Bukidnon
Bukidnon is a landlocked, mountainous province in the Philippines known for its vast agricultural plantations, cool climate, and scenic highland landscapes.
- 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: Tboli Triple: [South Cotabato, hasMunicipality, Tboli]
Generated description
Tboli is a landlocked municipality in the province of South Cotabato in the Philippines, known for its indigenous Tboli culture and scenic Lake Holon.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Tboli Target entity description: Tboli is a landlocked municipality in the province of South Cotabato in the Philippines, known for its indigenous Tboli culture and scenic Lake Holon.
-
A.
Tboli
The Tboli are an indigenous ethnolinguistic group of Mindanao in the southern Philippines, known for their rich oral traditions, intricate T’nalak weaving, and distinct cultural practices.
-
B.
Butuanon
Butuanon is an Austronesian language spoken primarily in the city of Butuan and surrounding areas in northeastern Mindanao in the southern Philippines.
-
C.
Bagobo
The Bagobo are an indigenous ethnic group in the southern Philippines known for their rich oral traditions, intricate weaving and beadwork, and distinct animist beliefs.
-
D.
Maranao
The Maranao are a predominantly Muslim ethnolinguistic group in the southern Philippines known for their rich artistic traditions, including okir woodcarving and the epic Darangen.
-
E.
Bukidnon
Bukidnon is a landlocked, mountainous province in the Philippines known for its vast agricultural plantations, cool climate, and scenic highland landscapes.
- 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_69ab4a5028388190a36f3baf1588309e |
completed | March 6, 2026, 9:42 p.m. |
| NER | Named-entity recognition | batch_69abd9ef2fe0819082bbe746ca682a7e |
completed | March 7, 2026, 7:55 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69afa07228088190bb4942b3a25c938b |
completed | March 10, 2026, 4:39 a.m. |
| NEDg | Description generation | batch_69afa0ff9c10819096d06ead6dc87d04 |
completed | March 10, 2026, 4:41 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69afa1e4ffb08190a6d96665ee566ea7 |
completed | March 10, 2026, 4:45 a.m. |
Created at: March 6, 2026, 9:54 p.m.