Triple

T5237650
Position Surface form Disambiguated ID Type / Status
Subject Stuart Highway E118261 entity
Predicate roadNumber P1864 FINISHED
Object National Highway A87
National Highway A87 is an Australian national highway designation for the Stuart Highway, a major north–south route linking Adelaide to Darwin through the country’s central interior.
E515929 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: National Highway A87 | Statement: [Stuart Highway, roadNumber, National Highway A87]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: National Highway A87
Context triple: [Stuart Highway, roadNumber, National Highway A87]
  • A. A80 road
    The A80 road is a major route in Scotland that historically connected Glasgow to Stirling and the north before being largely replaced by the M80 motorway.
  • B. A82 road
    The A82 road is a major Scottish trunk route running from Glasgow to Inverness through the Highlands, including the scenic western shore of Loch Lomond.
  • C. A85 road
    The A85 road is a major trunk route in Scotland that runs through Perth and western regions, connecting several towns and linking with key motorways.
  • D. A8 road
    The A8 road is a major route in the United Kingdom that connects Glasgow to Greenock in western Scotland, serving as an important link for regional and local traffic.
  • E. A81 road
    The A81 road is a major route in central Scotland that runs between Glasgow and Callander, passing through towns and villages such as Aberfoyle and providing access to the Trossachs area.
  • 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: National Highway A87
Triple: [Stuart Highway, roadNumber, National Highway A87]
Generated description
National Highway A87 is an Australian national highway designation for the Stuart Highway, a major north–south route linking Adelaide to Darwin through the country’s central interior.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: National Highway A87
Target entity description: National Highway A87 is an Australian national highway designation for the Stuart Highway, a major north–south route linking Adelaide to Darwin through the country’s central interior.
  • A. A80 road
    The A80 road is a major route in Scotland that historically connected Glasgow to Stirling and the north before being largely replaced by the M80 motorway.
  • B. A82 road
    The A82 road is a major Scottish trunk route running from Glasgow to Inverness through the Highlands, including the scenic western shore of Loch Lomond.
  • C. A85 road
    The A85 road is a major trunk route in Scotland that runs through Perth and western regions, connecting several towns and linking with key motorways.
  • D. A8 road
    The A8 road is a major route in the United Kingdom that connects Glasgow to Greenock in western Scotland, serving as an important link for regional and local traffic.
  • E. A81 road
    The A81 road is a major route in central Scotland that runs between Glasgow and Callander, passing through towns and villages such as Aberfoyle and providing access to the Trossachs area.
  • 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_69bd4467db0881909b3b0982df32cc8f completed March 20, 2026, 12:58 p.m.
NER Named-entity recognition batch_69bd7b27990c8190b6a3c24de09c8c18 completed March 20, 2026, 4:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf29008b38819084e59078210626b2 completed March 21, 2026, 11:25 p.m.
NEDg Description generation batch_69bf2a59d53c81908ce846523f0c94e8 completed March 21, 2026, 11:31 p.m.
NED2 Entity disambiguation (via description) batch_69bf2ad48fc48190bb0c7de4df879c3b completed March 21, 2026, 11:33 p.m.
Created at: March 20, 2026, 1:49 p.m.