Triple

T2844525
Position Surface form Disambiguated ID Type / Status
Subject Cordillera Administrative Region E62551 entity
Predicate hasProvince P285 FINISHED
Object Benguet
Benguet is a landlocked province in the northern Philippines known for its cool climate, mountainous terrain, and vegetable and strawberry farms centered around the city of Baguio.
 E337091 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: Benguet | Statement: [Cordillera Administrative Region, hasProvince, Benguet]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Benguet
Context triple: [Cordillera Administrative Region, hasProvince, Benguet]
  • A. Apayao
    Apayao is a landlocked, mountainous province in the northern Philippines known for its rich indigenous culture, forests, and river systems.
  • B. Lanao del Norte
    Lanao del Norte is a province in the Philippines located in the Northern Mindanao region, known for its coastal landscapes along Iligan Bay and diverse cultural communities.
  • C. Ilocos Sur
    Ilocos Sur is a coastal province in northwestern Luzon, Philippines, known for its well-preserved Spanish colonial architecture and the heritage city of Vigan.
  • D. Zambales
    Zambales is a coastal province in the Central Luzon region of the Philippines, known for its beaches, mangoes, and ethnolinguistic diversity.
  • E. Caraga
    Caraga is an administrative region in northeastern Mindanao in the Philippines, known for its rich natural resources, coastal landscapes, and significant Cebuano-speaking population.
  • 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: Benguet
Triple: [Cordillera Administrative Region, hasProvince, Benguet]
Generated description
Benguet is a landlocked province in the northern Philippines known for its cool climate, mountainous terrain, and vegetable and strawberry farms centered around the city of Baguio.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Benguet
Target entity description: Benguet is a landlocked province in the northern Philippines known for its cool climate, mountainous terrain, and vegetable and strawberry farms centered around the city of Baguio.
  • A. Apayao
    Apayao is a landlocked, mountainous province in the northern Philippines known for its rich indigenous culture, forests, and river systems.
  • B. Lanao del Norte
    Lanao del Norte is a province in the Philippines located in the Northern Mindanao region, known for its coastal landscapes along Iligan Bay and diverse cultural communities.
  • C. Ilocos Sur
    Ilocos Sur is a coastal province in northwestern Luzon, Philippines, known for its well-preserved Spanish colonial architecture and the heritage city of Vigan.
  • D. Zambales
    Zambales is a coastal province in the Central Luzon region of the Philippines, known for its beaches, mangoes, and ethnolinguistic diversity.
  • E. Caraga
    Caraga is an administrative region in northeastern Mindanao in the Philippines, known for its rich natural resources, coastal landscapes, and significant Cebuano-speaking population.
  • 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_69ab4c3d16bc81908b3a1c98fbd287fe completed March 6, 2026, 9:50 p.m.
NER Named-entity recognition batch_69abdf1b58c88190b45d8c5a76dc52ac completed March 7, 2026, 8:17 a.m.
NED1 Entity disambiguation (via context triple) batch_69b261cda3ac8190b8770e554a66f560 completed March 12, 2026, 6:48 a.m.
NEDg Description generation batch_69b262cce8788190aeb2a1fb041450a3 completed March 12, 2026, 6:53 a.m.
NED2 Entity disambiguation (via description) batch_69b264cbe2a48190baad7f335cdc37ba completed March 12, 2026, 7:01 a.m.
Created at: March 6, 2026, 10:02 p.m.