Triple

T19826005
Position Surface form Disambiguated ID Type / Status
Subject Loboc River E476327 entity
Predicate flowsThrough P225 FINISHED
Object Loboc, Bohol
Loboc, Bohol is a riverside town in the Philippine province of Bohol known for its scenic river cruises, historic church, and cultural music and dance performances.
 E1397302 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, Bohol | Statement: [Loboc River, flowsThrough, Loboc, Bohol]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Loboc, Bohol
Context triple: [Loboc River, flowsThrough, Loboc, Bohol]
  • A. Loon, Bohol
    Loon, Bohol is a coastal municipality in the province of Bohol in the Philippines, known for its historic churches, marine sanctuaries, and proximity to notable dive spots.
  • B. Talibon, Bohol
    Talibon, Bohol is a coastal municipality in the province of Bohol in the Philippines, known historically as a fishing and trading town and now serving as a local commercial and transportation hub.
  • C. Guindulman, Bohol
    Guindulman, Bohol is a coastal municipality in the province of Bohol in the Philippines, known for its rural landscapes, beaches, and proximity to dive and snorkeling sites.
  • D. Panglao, Bohol
    Panglao, Bohol is a Philippine island municipality renowned for its white-sand beaches, world-class dive sites, and vibrant tourism industry.
  • E. Mabini, Bohol
    Mabini, Bohol is a coastal municipality in the province of Bohol in the Philippines, known for its rural communities and marine resources.
  • 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, Bohol
Triple: [Loboc River, flowsThrough, Loboc, Bohol]
Generated description
Loboc, Bohol is a riverside town in the Philippine province of Bohol known for its scenic river cruises, historic church, and cultural music and dance performances.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Loboc, Bohol
Target entity description: Loboc, Bohol is a riverside town in the Philippine province of Bohol known for its scenic river cruises, historic church, and cultural music and dance performances.
  • A. Loon, Bohol
    Loon, Bohol is a coastal municipality in the province of Bohol in the Philippines, known for its historic churches, marine sanctuaries, and proximity to notable dive spots.
  • B. Talibon, Bohol
    Talibon, Bohol is a coastal municipality in the province of Bohol in the Philippines, known historically as a fishing and trading town and now serving as a local commercial and transportation hub.
  • C. Guindulman, Bohol
    Guindulman, Bohol is a coastal municipality in the province of Bohol in the Philippines, known for its rural landscapes, beaches, and proximity to dive and snorkeling sites.
  • D. Panglao, Bohol
    Panglao, Bohol is a Philippine island municipality renowned for its white-sand beaches, world-class dive sites, and vibrant tourism industry.
  • E. Mabini, Bohol
    Mabini, Bohol is a coastal municipality in the province of Bohol in the Philippines, known for its rural communities and marine resources.
  • 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.