Triple

T1037246
Position Surface form Disambiguated ID Type / Status
Subject Highway Trust Fund E22390 entity
Predicate hasComponent P35 FINISHED
Object Highway Account
The Highway Account is the portion of the U.S. Highway Trust Fund that finances the construction, maintenance, and improvement of federal-aid highways and related road infrastructure.
E122142 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: Highway Account | Statement: [Highway Trust Fund, hasComponent, Highway Account]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Highway Account
Context triple: [Highway Trust Fund, hasComponent, Highway Account]
  • A. All-American Road
    An All-American Road is a premier designation within the U.S. National Scenic Byways Program given to routes that offer exceptional scenic, cultural, historic, and recreational experiences considered nationally significant and destination-worthy on their own.
  • B. Generals Highway
    Generals Highway is a scenic mountain road in California that winds through Sequoia and Kings Canyon National Parks, providing access to giant sequoia groves and major park attractions.
  • C. Layer Road
    Layer Road was a historic football ground in Colchester, England, best known as the long-time home of Colchester United before the club moved to a new stadium.
  • D. Lane
    Lane is a common English surname borne by numerous notable individuals across fields such as science, politics, and the arts.
  • E. Ledo Road
    Ledo Road was a World War II military supply route built by the Allies through northern Burma to connect India with China and support Chinese forces against Japan.
  • 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: Highway Account
Triple: [Highway Trust Fund, hasComponent, Highway Account]
Generated description
The Highway Account is the portion of the U.S. Highway Trust Fund that finances the construction, maintenance, and improvement of federal-aid highways and related road infrastructure.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Highway Account
Target entity description: The Highway Account is the portion of the U.S. Highway Trust Fund that finances the construction, maintenance, and improvement of federal-aid highways and related road infrastructure.
  • A. Highway 404
    Highway 404 is a major controlled-access freeway in the Greater Toronto Area that connects Toronto to communities in York Region and links Highway 401 with Highway 407 and beyond.
  • B. All-American Road
    An All-American Road is a premier designation within the U.S. National Scenic Byways Program given to routes that offer exceptional scenic, cultural, historic, and recreational experiences considered nationally significant and destination-worthy on their own.
  • C. Generals Highway
    Generals Highway is a scenic mountain road in California that winds through Sequoia and Kings Canyon National Parks, providing access to giant sequoia groves and major park attractions.
  • D. Layer Road
    Layer Road was a historic football ground in Colchester, England, best known as the long-time home of Colchester United before the club moved to a new stadium.
  • E. Lane
    Lane is a common English surname borne by numerous notable individuals across fields such as science, politics, and the arts.
  • 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_69a493d848848190aed4011b34b2e8d3 completed March 1, 2026, 7:30 p.m.
NER Named-entity recognition batch_69a4b82a1014819085bfc077e24c9742 completed March 1, 2026, 10:05 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac3bc378fc8190846d5ffce73371dd completed March 7, 2026, 2:52 p.m.
NEDg Description generation batch_69ac3df28858819091c594a9cb2aab07 completed March 7, 2026, 3:02 p.m.
NED2 Entity disambiguation (via description) batch_69ac3e5b716c8190b95fde14ee6c434a completed March 7, 2026, 3:03 p.m.
Created at: March 1, 2026, 7:41 p.m.