Triple

T18802711
Position Surface form Disambiguated ID Type / Status
Subject Marcos Highway E459795 entity
Predicate alsoKnownAs P39 FINISHED
Object Aspiras–Palispis Highway
Aspiras–Palispis Highway is a major mountain highway in the Philippines that connects the lowland province of La Union to the highland city of Baguio in Benguet.
E1503789 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: Aspiras–Palispis Highway | Statement: [Marcos Highway, alsoKnownAs, Aspiras–Palispis Highway]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Aspiras–Palispis Highway
Context triple: [Marcos Highway, alsoKnownAs, Aspiras–Palispis Highway]
  • A. Hume Highway
    The Hume Highway is a major intercity highway in southeastern Australia that forms the primary road link between Sydney and Melbourne.
  • B. Bass Highway
    Bass Highway is a major arterial road in Tasmania, Australia, linking key coastal towns and cities including Burnie.
  • C. Warrego Highway
    Warrego Highway is a major east–west arterial road in southern Queensland, Australia, linking Brisbane and the Darling Downs region, including the city of Toowoomba.
  • D. Groesbeck Highway
    Groesbeck Highway is a major north–south arterial road in the Detroit metropolitan area of Michigan, serving as a key commuter and commercial route through Macomb County.
  • E. Glenn Highway
    Glenn Highway is a primary roadway in Alaska that connects the city of Anchorage with interior regions of the state, serving as a key transportation corridor.
  • 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: Aspiras–Palispis Highway
Triple: [Marcos Highway, alsoKnownAs, Aspiras–Palispis Highway]
Generated description
Aspiras–Palispis Highway is a major mountain highway in the Philippines that connects the lowland province of La Union to the highland city of Baguio in Benguet.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Aspiras–Palispis Highway
Target entity description: Aspiras–Palispis Highway is a major mountain highway in the Philippines that connects the lowland province of La Union to the highland city of Baguio in Benguet.
  • A. Hume Highway
    The Hume Highway is a major intercity highway in southeastern Australia that forms the primary road link between Sydney and Melbourne.
  • B. Bass Highway
    Bass Highway is a major arterial road in Tasmania, Australia, linking key coastal towns and cities including Burnie.
  • C. Warrego Highway
    Warrego Highway is a major east–west arterial road in southern Queensland, Australia, linking Brisbane and the Darling Downs region, including the city of Toowoomba.
  • D. Groesbeck Highway
    Groesbeck Highway is a major north–south arterial road in the Detroit metropolitan area of Michigan, serving as a key commuter and commercial route through Macomb County.
  • E. Glenn Highway
    Glenn Highway is a primary roadway in Alaska that connects the city of Anchorage with interior regions of the state, serving as a key transportation corridor.
  • 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_69d8d398c7d4819091cb2f7e48948aeb completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e5a0253f748190998995e3b1524357 completed April 20, 2026, 3:40 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0a45c718208190939b58a14d5ab366 completed May 17, 2026, 10:48 p.m.
NEDg Description generation batch_6a0a47375518819091234278dfc326eb completed May 17, 2026, 10:54 p.m.
NED2 Entity disambiguation (via description) batch_6a0a47a51cb88190856282fdfa56460b completed May 17, 2026, 10:56 p.m.
Created at: April 10, 2026, 11:53 a.m.