Triple
T18002722
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | STAR Tollway |
E430666
|
entity |
| Predicate | hasInterchange |
P3495
|
FINISHED |
| Object | Malvar interchange |
—
|
NE NERFINISHED |
How this triple was built (3 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: Malvar interchange | Statement: [STAR Tollway, hasInterchange, Malvar interchange]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Malvar interchange Context triple: [STAR Tollway, hasInterchange, Malvar interchange]
-
A.
Devore Interchange
Devore Interchange is a major freeway junction in Southern California that connects key routes for traffic traveling through the Cajon Pass region.
-
B.
Rupin interchange
Rupin Interchange is a major road junction in Haifa, Israel, connecting local traffic to the Carmel Tunnels toll road network.
-
C.
Ritto Interchange
Ritto Interchange is a highway junction in Ritto, Shiga Prefecture, Japan, providing access to and from the Meishin Expressway.
-
D.
Lipa interchange
Lipa Interchange is a major road junction in Batangas, Philippines, connecting the STAR Tollway to the city of Lipa and surrounding areas.
-
E.
Allandale Road interchange
Allandale Road interchange is a major highway junction in Midrand, South Africa, that provides key access to the nearby Mall of Africa and surrounding commercial areas.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Malvar interchange Target entity description: Malvar Interchange is a major road junction in Malvar, Batangas, Philippines, providing access between the STAR Tollway and the surrounding local road network.
-
A.
Devore Interchange
Devore Interchange is a major freeway junction in Southern California that connects key routes for traffic traveling through the Cajon Pass region.
-
B.
Rupin interchange
Rupin Interchange is a major road junction in Haifa, Israel, connecting local traffic to the Carmel Tunnels toll road network.
-
C.
Ritto Interchange
Ritto Interchange is a highway junction in Ritto, Shiga Prefecture, Japan, providing access to and from the Meishin Expressway.
-
D.
Lipa interchange
Lipa Interchange is a major road junction in Batangas, Philippines, connecting the STAR Tollway to the city of Lipa and surrounding areas.
-
E.
Allandale Road interchange
Allandale Road interchange is a major highway junction in Midrand, South Africa, that provides key access to the nearby Mall of Africa and surrounding commercial areas.
- F. None of above. chosen
Provenance (2 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_69d8b904530081908bf341d842464856 |
completed | April 10, 2026, 8:47 a.m. |
| NER | Named-entity recognition | batch_69e4b3ea60608190b977644e946407b7 |
completed | April 19, 2026, 10:52 a.m. |
Created at: April 10, 2026, 10:23 a.m.