Triple
T2370078
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ninoy Aquino International Airport |
E46065
|
entity |
| Predicate | transportConnection |
P1298
|
FINISHED |
| Object |
NAIA Expressway
NAIA Expressway is an elevated toll road in Metro Manila that provides direct, high-speed access between Ninoy Aquino International Airport and major highways and business districts.
|
E326593
|
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: NAIA Expressway | Statement: [Ninoy Aquino International Airport, transportConnection, NAIA Expressway]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: NAIA Expressway Context triple: [Ninoy Aquino International Airport, transportConnection, NAIA Expressway]
-
A.
Highway 75
Highway 75 is a major roadway in northern Israel that connects the Jezreel Valley region with the city of Nazareth and surrounding communities.
-
B.
U.S. Route 165
U.S. Route 165 is a major north–south U.S. highway in the south-central United States, running primarily through Louisiana and Arkansas and serving as an important regional connector for cities such as Monroe.
-
C.
Teaticket Highway
Teaticket Highway is a primary local road serving the village of Teaticket in Falmouth, Massachusetts, providing a main route for area traffic and access to nearby businesses and residences.
-
D.
U.S. Route 501
U.S. Route 501 is a U.S. Highway running through Virginia and North Carolina that serves as a key north–south transportation corridor connecting cities such as Durham and Myrtle Beach.
-
E.
U.S. Route 460
U.S. Route 460 is a major east–west U.S. highway running through several states in the eastern United States, connecting communities in the Appalachian region to larger urban and transportation networks.
- 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: NAIA Expressway Triple: [Ninoy Aquino International Airport, transportConnection, NAIA Expressway]
Generated description
NAIA Expressway is an elevated toll road in Metro Manila that provides direct, high-speed access between Ninoy Aquino International Airport and major highways and business districts.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: NAIA Expressway Target entity description: NAIA Expressway is an elevated toll road in Metro Manila that provides direct, high-speed access between Ninoy Aquino International Airport and major highways and business districts.
-
A.
Highway 75
Highway 75 is a major roadway in northern Israel that connects the Jezreel Valley region with the city of Nazareth and surrounding communities.
-
B.
U.S. Route 165
U.S. Route 165 is a major north–south U.S. highway in the south-central United States, running primarily through Louisiana and Arkansas and serving as an important regional connector for cities such as Monroe.
-
C.
Teaticket Highway
Teaticket Highway is a primary local road serving the village of Teaticket in Falmouth, Massachusetts, providing a main route for area traffic and access to nearby businesses and residences.
-
D.
U.S. Route 501
U.S. Route 501 is a U.S. Highway running through Virginia and North Carolina that serves as a key north–south transportation corridor connecting cities such as Durham and Myrtle Beach.
-
E.
U.S. Route 460
U.S. Route 460 is a major east–west U.S. highway running through several states in the eastern United States, connecting communities in the Appalachian region to larger urban and transportation networks.
- 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_69a88a145268819083e2736cb835c696 |
completed | March 4, 2026, 7:37 p.m. |
| NER | Named-entity recognition | batch_69abc76f5aec8190867d621e6849258c |
completed | March 7, 2026, 6:36 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b20321518c8190a221620074f3428b |
completed | March 12, 2026, 12:04 a.m. |
| NEDg | Description generation | batch_69b20532b7388190be5f7bcf48db6f45 |
completed | March 12, 2026, 12:13 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b2058d7c4c8190a44fc8745df3b1b3 |
completed | March 12, 2026, 12:15 a.m. |
Created at: March 4, 2026, 7:56 p.m.