Triple
T17045763
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Baliuag |
E413563
|
entity |
| Predicate | majorRoad |
P385
|
FINISHED |
| Object | North Luzon Expressway (via nearby exits) |
E649076
|
NE FINISHED |
How this triple was built (2 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: North Luzon Expressway (via nearby exits) | Statement: [Baliuag, majorRoad, North Luzon Expressway (via nearby exits)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: North Luzon Expressway (via nearby exits) Context triple: [Baliuag, majorRoad, North Luzon Expressway (via nearby exits)]
-
A.
connected to North–South Expressway
The North–South Expressway is Malaysia’s primary interstate highway, running the length of Peninsular Malaysia and linking major cities and regions, including Ipoh.
-
B.
SP Ring Road (nearby access)
SP Ring Road (nearby access) is a major arterial ring road around Ahmedabad that provides convenient connectivity to areas such as Motera and other parts of the city.
-
C.
A66 motorway (via nearby exits)
The A66 motorway is a major German autobahn in the state of Hesse that connects the Frankfurt am Main area with Wiesbaden and the Rhine-Main region.
-
D.
N2 highway (nearby)
The N2 highway is a major national route along South Africa’s southern and eastern coast, connecting key cities and towns and serving as a primary transport corridor.
-
E.
Philippine expressway network
chosen
The Philippine expressway network is a system of high-capacity, toll expressways that connect major regions and urban centers across the Philippines to facilitate faster, more efficient road transport.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d886cd18288190b006abab23f811b7 |
completed | April 10, 2026, 5:12 a.m. |
| NER | Named-entity recognition | batch_69e3da9d7e988190a5e3991c7123f9b0 |
completed | April 18, 2026, 7:25 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a01233cd3d48190b002951881ef670b |
completed | May 11, 2026, 12:30 a.m. |
Created at: April 10, 2026, 5:33 a.m.