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.