Triple

T19826026
Position Surface form Disambiguated ID Type / Status
Subject Loboc River E476327 entity
Predicate near P350 FINISHED
Object Loboc town proper
Loboc town proper is the central urban area and administrative hub of the municipality of Loboc in Bohol, Philippines, known for its historic church and proximity to the scenic Loboc River.
 E1397305 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: Loboc town proper | Statement: [Loboc River, near, Loboc town proper]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Loboc town proper
Context triple: [Loboc River, near, Loboc town proper]
  • A. Goba town
    Goba town is an urban center in southeastern Ethiopia known as a gateway to the nearby Bale Mountains and their national park.
  • B. Panguna town
    Panguna town is a settlement on Bougainville Island in Papua New Guinea that developed around and services the large Panguna copper and gold mine.
  • C. Bontoc town
    Bontoc town is a municipality in the Philippines that serves as the capital and cultural center of Mountain Province in the Cordillera region, known for its indigenous Bontoc people and highland traditions.
  • D. Agulo village
    Agulo village is a picturesque, historic settlement on the island of La Gomera in Spain’s Canary Islands, known for its traditional architecture, dramatic coastal cliffs, and scenic views.
  • E. Comala town
    Comala town is a small, historic settlement in the Mexican state of Colima, known for its traditional whitewashed architecture and literary fame from Juan Rulfo’s novel "Pedro Páramo."
  • 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: Loboc town proper
Triple: [Loboc River, near, Loboc town proper]
Generated description
Loboc town proper is the central urban area and administrative hub of the municipality of Loboc in Bohol, Philippines, known for its historic church and proximity to the scenic Loboc River.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Loboc town proper
Target entity description: Loboc town proper is the central urban area and administrative hub of the municipality of Loboc in Bohol, Philippines, known for its historic church and proximity to the scenic Loboc River.
  • A. Goba town
    Goba town is an urban center in southeastern Ethiopia known as a gateway to the nearby Bale Mountains and their national park.
  • B. Panguna town
    Panguna town is a settlement on Bougainville Island in Papua New Guinea that developed around and services the large Panguna copper and gold mine.
  • C. Bontoc town
    Bontoc town is a municipality in the Philippines that serves as the capital and cultural center of Mountain Province in the Cordillera region, known for its indigenous Bontoc people and highland traditions.
  • D. Agulo village
    Agulo village is a picturesque, historic settlement on the island of La Gomera in Spain’s Canary Islands, known for its traditional architecture, dramatic coastal cliffs, and scenic views.
  • E. Comala town
    Comala town is a small, historic settlement in the Mexican state of Colima, known for its traditional whitewashed architecture and literary fame from Juan Rulfo’s novel "Pedro Páramo."
  • 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_69d8e51c7c188190b926f3a2a7b5f881 completed April 10, 2026, 11:55 a.m.
NER Named-entity recognition batch_69e656c9e7348190a569a40bd1fca6ba completed April 20, 2026, 4:39 p.m.
NED1 Entity disambiguation (via context triple) batch_6a07ccd3f4308190879396a336026a83 completed May 16, 2026, 1:48 a.m.
NEDg Description generation batch_6a07cf6713108190a887b91e26da1ca5 completed May 16, 2026, 1:59 a.m.
NED2 Entity disambiguation (via description) batch_6a07d008357081908bff9ebfbda41ba1 completed May 16, 2026, 2:01 a.m.
Created at: April 10, 2026, 1:50 p.m.