Triple
T9483337
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Metropolitan Cebu |
E228699
|
entity |
| Predicate | hasTransportInfrastructure |
P2560
|
FINISHED |
| Object |
Cebu South Road
Cebu South Road is a major arterial highway in Cebu, Philippines, that connects Cebu City to the southern municipalities and serves as a key corridor for regional travel and commerce.
|
E804281
|
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: Cebu South Road | Statement: [Metropolitan Cebu, hasTransportInfrastructure, Cebu South Road]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cebu South Road Context triple: [Metropolitan Cebu, hasTransportInfrastructure, Cebu South Road]
-
A.
Cebu North Road
Cebu North Road is a major arterial highway in Cebu, Philippines, that connects Metropolitan Cebu to its northern municipalities and cities.
-
B.
Markapur Road
Markapur Road is a railway station in Andhra Pradesh, India, serving as the primary rail access point for pilgrims traveling to the Srisailam temple town.
-
C.
Osmeña Highway
Osmeña Highway is a major thoroughfare in Metro Manila, Philippines, named in honor of former President Sergio Osmeña and serving as a key route connecting central Manila to the southern suburbs.
-
D.
Alabang–Zapote Road
Alabang–Zapote Road is a major urban thoroughfare in southern Metro Manila, Philippines, serving as a key connector between the cities of Muntinlupa and Las Piñas and linking residential, commercial, and industrial areas.
-
E.
Calamba–Los Baños Road
Calamba–Los Baños Road is a key thoroughfare in Laguna, Philippines, connecting the city of Calamba to the university town and hot spring resort area of Los Baños.
- 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: Cebu South Road Triple: [Metropolitan Cebu, hasTransportInfrastructure, Cebu South Road]
Generated description
Cebu South Road is a major arterial highway in Cebu, Philippines, that connects Cebu City to the southern municipalities and serves as a key corridor for regional travel and commerce.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Cebu South Road Target entity description: Cebu South Road is a major arterial highway in Cebu, Philippines, that connects Cebu City to the southern municipalities and serves as a key corridor for regional travel and commerce.
-
A.
Cebu North Road
Cebu North Road is a major arterial highway in Cebu, Philippines, that connects Metropolitan Cebu to its northern municipalities and cities.
-
B.
Markapur Road
Markapur Road is a railway station in Andhra Pradesh, India, serving as the primary rail access point for pilgrims traveling to the Srisailam temple town.
-
C.
Osmeña Highway
Osmeña Highway is a major thoroughfare in Metro Manila, Philippines, named in honor of former President Sergio Osmeña and serving as a key route connecting central Manila to the southern suburbs.
-
D.
Alabang–Zapote Road
Alabang–Zapote Road is a major urban thoroughfare in southern Metro Manila, Philippines, serving as a key connector between the cities of Muntinlupa and Las Piñas and linking residential, commercial, and industrial areas.
-
E.
Calamba–Los Baños Road
Calamba–Los Baños Road is a key thoroughfare in Laguna, Philippines, connecting the city of Calamba to the university town and hot spring resort area of Los Baños.
- 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_69ca84730a5081908de282651019bf2f |
completed | March 30, 2026, 2:10 p.m. |
| NER | Named-entity recognition | batch_69cd804c859081908c261ad16b501f0d |
completed | April 1, 2026, 8:30 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d139f7fa90819092e3fbcc62a9e5b9 |
completed | April 4, 2026, 4:19 p.m. |
| NEDg | Description generation | batch_69d13c1a73c88190a4308c3246864a5f |
completed | April 4, 2026, 4:28 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d13c8b5d688190871f6830d0bda3ef |
completed | April 4, 2026, 4:30 p.m. |
Created at: March 30, 2026, 7:55 p.m.