Triple

T9652633
Position Surface form Disambiguated ID Type / Status
Subject Southern Leyte E233372 entity
Predicate hasMunicipality P847 FINISHED
Object Bontoc
Bontoc is a coastal municipality in the province of Southern Leyte in the Philippines known for its agricultural economy and rural communities.
 E811963 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: Bontoc | Statement: [Southern Leyte, hasMunicipality, Bontoc]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bontoc
Context triple: [Southern Leyte, hasMunicipality, Bontoc]
  • A. Bontoc
    Bontoc is an Austronesian language spoken by the Bontoc people in the Mountain Province of the northern Philippines.
  • B. Bukidnon
    Bukidnon is a landlocked, mountainous province in the Philippines known for its vast agricultural plantations, cool climate, and scenic highland landscapes.
  • C. 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.
  • D. 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.
  • E. Butuanon
    Butuanon is an Austronesian language spoken primarily in the city of Butuan and surrounding areas in northeastern Mindanao in the southern 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: Bontoc
Triple: [Southern Leyte, hasMunicipality, Bontoc]
Generated description
Bontoc is a coastal municipality in the province of Southern Leyte in the Philippines known for its agricultural economy and rural communities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bontoc
Target entity description: Bontoc is a coastal municipality in the province of Southern Leyte in the Philippines known for its agricultural economy and rural communities.
  • A. Bontoc
    Bontoc is an Austronesian language spoken by the Bontoc people in the Mountain Province of the northern Philippines.
  • B. Bukidnon
    Bukidnon is a landlocked, mountainous province in the Philippines known for its vast agricultural plantations, cool climate, and scenic highland landscapes.
  • C. 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.
  • D. 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.
  • E. Butuanon
    Butuanon is an Austronesian language spoken primarily in the city of Butuan and surrounding areas in northeastern Mindanao in the southern 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_69ca848b31648190b57aa55da20285be completed March 30, 2026, 2:11 p.m.
NER Named-entity recognition batch_69cd9bb26b748190bc32e2003829b0ec completed April 1, 2026, 10:26 p.m.
NED1 Entity disambiguation (via context triple) batch_69d1826c91388190b82112c2ca1eae7e completed April 4, 2026, 9:28 p.m.
NEDg Description generation batch_69d1836d683081908bccf970e4b0980b completed April 4, 2026, 9:32 p.m.
NED2 Entity disambiguation (via description) batch_69d18412c4a08190bce431235e1102fc completed April 4, 2026, 9:35 p.m.
Created at: March 30, 2026, 8:13 p.m.