Triple

T13845010
Position Surface form Disambiguated ID Type / Status
Subject Balamban E332777 entity
Predicate hasTransportLink P1298 FINISHED
Object Transcentral Highway
The Transcentral Highway is a scenic mountain road in Cebu, Philippines, that connects Cebu City to the western municipality of Balamban and is known for its winding routes and panoramic views.
E1159433 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: Transcentral Highway | Statement: [Balamban, hasTransportLink, Transcentral Highway]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Transcentral Highway
Context triple: [Balamban, hasTransportLink, Transcentral Highway]
  • A. South Western Highway
    South Western Highway is a major road in Western Australia that connects Perth with the state’s southwest towns and agricultural regions.
  • B. Central Coast Highway
    Central Coast Highway is a major arterial road on the New South Wales Central Coast, Australia, linking key coastal towns and serving as a primary route between Sydney and the Hunter region.
  • C. Fraser Highway
    Fraser Highway is a major arterial road in British Columbia’s Lower Mainland that connects several communities in the Metro Vancouver and Fraser Valley regions.
  • D. Hume Highway
    The Hume Highway is a major intercity highway in southeastern Australia that forms the primary road link between Sydney and Melbourne.
  • E. Midland Highway
    The Midland Highway is a major Australian roadway that serves as a key transport route connecting regional centers and supporting interstate travel.
  • 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: Transcentral Highway
Triple: [Balamban, hasTransportLink, Transcentral Highway]
Generated description
The Transcentral Highway is a scenic mountain road in Cebu, Philippines, that connects Cebu City to the western municipality of Balamban and is known for its winding routes and panoramic views.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Transcentral Highway
Target entity description: The Transcentral Highway is a scenic mountain road in Cebu, Philippines, that connects Cebu City to the western municipality of Balamban and is known for its winding routes and panoramic views.
  • A. South Western Highway
    South Western Highway is a major road in Western Australia that connects Perth with the state’s southwest towns and agricultural regions.
  • B. Central Coast Highway
    Central Coast Highway is a major arterial road on the New South Wales Central Coast, Australia, linking key coastal towns and serving as a primary route between Sydney and the Hunter region.
  • C. Fraser Highway
    Fraser Highway is a major arterial road in British Columbia’s Lower Mainland that connects several communities in the Metro Vancouver and Fraser Valley regions.
  • D. Hume Highway
    The Hume Highway is a major intercity highway in southeastern Australia that forms the primary road link between Sydney and Melbourne.
  • E. Midland Highway
    The Midland Highway is a major Australian roadway that serves as a key transport route connecting regional centers and supporting interstate travel.
  • 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_69d81c5ba13c8190839315f54768acfd completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de02b1a25c8190a9f85ba43c421188 completed April 14, 2026, 9:02 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff2ce12e78819080b3fe19c57ef3ef completed May 9, 2026, 12:47 p.m.
NEDg Description generation batch_69ff2ff237a48190a4e4490303ad350d completed May 9, 2026, 1 p.m.
NED2 Entity disambiguation (via description) batch_69ff306f5c1081908176fab3169d6fcb completed May 9, 2026, 1:02 p.m.
Created at: April 9, 2026, 10:13 p.m.