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.