Triple

T18766807
Position Surface form Disambiguated ID Type / Status
Subject Baguio City Government E458913 entity
Predicate locatedInAdministrativeTerritory P40 FINISHED
Object Province of Benguet
The Province of Benguet is a landlocked, mountainous province in the Cordillera Administrative Region of northern Luzon in the Philippines, known for its cool climate, vegetable farms, and the highly urbanized city of Baguio within its territory.
E1407773 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: Province of Benguet | Statement: [Baguio City Government, locatedInAdministrativeTerritory, Province of Benguet]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Province of Benguet
Context triple: [Baguio City Government, locatedInAdministrativeTerritory, Province of Benguet]
  • A. Province of Ifugao
    The Province of Ifugao is a landlocked province in the Cordillera region of the northern Philippines, renowned for its ancient rice terraces carved into the mountainsides and its rich indigenous Ifugao culture.
  • B. Province of Biliran
    The Province of Biliran is an island province in the Eastern Visayas region of the Philippines, known for its coastal landscapes, waterfalls, and the capital town of Naval.
  • C. Province of Tarlac
    The Province of Tarlac is a landlocked province in Central Luzon, Philippines, known for its agricultural economy, historical sites, and role in the country’s political history.
  • D. Province of Palawan
    The Province of Palawan is a large island province in the Philippines renowned for its rich biodiversity, protected seascapes and landscapes, and world-famous ecotourism destinations such as El Nido and Puerto Princesa Subterranean River National Park.
  • E. Bukidnon Province
    Bukidnon Province is a landlocked, mountainous province in the Northern Mindanao region of the Philippines known for its vast agricultural lands, indigenous communities, and cool climate.
  • 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: Province of Benguet
Triple: [Baguio City Government, locatedInAdministrativeTerritory, Province of Benguet]
Generated description
The Province of Benguet is a landlocked, mountainous province in the Cordillera Administrative Region of northern Luzon in the Philippines, known for its cool climate, vegetable farms, and the highly urbanized city of Baguio within its territory.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Province of Benguet
Target entity description: The Province of Benguet is a landlocked, mountainous province in the Cordillera Administrative Region of northern Luzon in the Philippines, known for its cool climate, vegetable farms, and the highly urbanized city of Baguio within its territory.
  • A. Province of Ifugao
    The Province of Ifugao is a landlocked province in the Cordillera region of the northern Philippines, renowned for its ancient rice terraces carved into the mountainsides and its rich indigenous Ifugao culture.
  • B. Province of Biliran
    The Province of Biliran is an island province in the Eastern Visayas region of the Philippines, known for its coastal landscapes, waterfalls, and the capital town of Naval.
  • C. Province of Tarlac
    The Province of Tarlac is a landlocked province in Central Luzon, Philippines, known for its agricultural economy, historical sites, and role in the country’s political history.
  • D. Province of Palawan
    The Province of Palawan is a large island province in the Philippines renowned for its rich biodiversity, protected seascapes and landscapes, and world-famous ecotourism destinations such as El Nido and Puerto Princesa Subterranean River National Park.
  • E. Bukidnon Province
    Bukidnon Province is a landlocked, mountainous province in the Northern Mindanao region of the Philippines known for its vast agricultural lands, indigenous communities, and cool climate.
  • 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_69d8d395dba0819087568404508590cb completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e58d84cfa881909a1d3f7a5ab82574 completed April 20, 2026, 2:20 a.m.
NED1 Entity disambiguation (via context triple) batch_6a080e09a8f4819085bd5130d5e2a28d completed May 16, 2026, 6:26 a.m.
NEDg Description generation batch_6a0810b0e78c8190ac880442b3e58994 completed May 16, 2026, 6:37 a.m.
NED2 Entity disambiguation (via description) batch_6a081110a048819097c0c5d6b0274b18 completed May 16, 2026, 6:39 a.m.
Created at: April 10, 2026, 11:52 a.m.