Triple
T18002721
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | STAR Tollway |
E430666
|
entity |
| Predicate | hasInterchange |
P3495
|
FINISHED |
| Object |
Lipa interchange
Lipa Interchange is a major road junction in Batangas, Philippines, connecting the STAR Tollway to the city of Lipa and surrounding areas.
|
E1300281
|
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: Lipa interchange | Statement: [STAR Tollway, hasInterchange, Lipa interchange]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lipa interchange Context triple: [STAR Tollway, hasInterchange, Lipa interchange]
-
A.
Ritto Interchange
Ritto Interchange is a highway junction in Ritto, Shiga Prefecture, Japan, providing access to and from the Meishin Expressway.
-
B.
Rupin interchange
Rupin Interchange is a major road junction in Haifa, Israel, connecting local traffic to the Carmel Tunnels toll road network.
-
C.
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.
-
D.
Kingston interchange
The Kingston Interchange is a major road junction in Glasgow that connects key routes within the city's motorway network and facilitates high-volume traffic flow.
-
E.
Springfield Interchange
The Springfield Interchange is a major highway junction in northern Virginia where Interstates 95, 395, and 495 converge, known for its complex design and heavy traffic.
- 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: Lipa interchange Triple: [STAR Tollway, hasInterchange, Lipa interchange]
Generated description
Lipa Interchange is a major road junction in Batangas, Philippines, connecting the STAR Tollway to the city of Lipa and surrounding areas.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Lipa interchange Target entity description: Lipa Interchange is a major road junction in Batangas, Philippines, connecting the STAR Tollway to the city of Lipa and surrounding areas.
-
A.
Ritto Interchange
Ritto Interchange is a highway junction in Ritto, Shiga Prefecture, Japan, providing access to and from the Meishin Expressway.
-
B.
Rupin interchange
Rupin Interchange is a major road junction in Haifa, Israel, connecting local traffic to the Carmel Tunnels toll road network.
-
C.
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.
-
D.
Kingston interchange
The Kingston Interchange is a major road junction in Glasgow that connects key routes within the city's motorway network and facilitates high-volume traffic flow.
-
E.
Springfield Interchange
The Springfield Interchange is a major highway junction in northern Virginia where Interstates 95, 395, and 495 converge, known for its complex design and heavy traffic.
- 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_69d8b904530081908bf341d842464856 |
completed | April 10, 2026, 8:47 a.m. |
| NER | Named-entity recognition | batch_69e4b3ea60608190b977644e946407b7 |
completed | April 19, 2026, 10:52 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0337b6b7e48190a649dda888450b2d |
completed | May 12, 2026, 2:22 p.m. |
| NEDg | Description generation | batch_6a033ca755e08190aa5003164b49f196 |
completed | May 12, 2026, 2:43 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a033d7a601c8190a4746adfdfffbca8 |
completed | May 12, 2026, 2:47 p.m. |
Created at: April 10, 2026, 10:23 a.m.