Triple

T14009384
Position Surface form Disambiguated ID Type / Status
Subject Liverpool, New South Wales E337036 entity
Predicate majorRoad P385 FINISHED
Object M7 Motorway
The M7 Motorway is a major orbital freeway in Sydney, Australia, that forms part of the city’s outer ring road system and links several key motorways in the western suburbs.
 E1301159 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: M7 Motorway | Statement: [Liverpool, New South Wales, majorRoad, M7 Motorway]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: M7 Motorway
Context triple: [Liverpool, New South Wales, majorRoad, M7 Motorway]
  • A. M7 motorway
    The M7 motorway is a major Irish route connecting Dublin with Limerick and serving as a key part of the country’s primary east–west transport corridor.
  • B. M7 motorway
    The M7 motorway is a major Hungarian highway that links Budapest with Lake Balaton and continues toward the Croatian border, serving as a key route in southwestern Hungary.
  • C. M8 motorway
    The M8 motorway is a major Scottish highway linking the cities of Glasgow and Edinburgh and serving as a key east–west transport corridor across the Central Belt.
  • D. M8 motorway
    The M8 motorway is a major Irish highway linking Cork to Dublin, forming a key part of the country’s primary inter-urban road network.
  • E. M9 motorway
    The M9 motorway is a major Scottish highway connecting Edinburgh to Stirling and the Highlands, serving as a key transport route through central Scotland.
  • 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: M7 Motorway
Triple: [Liverpool, New South Wales, majorRoad, M7 Motorway]
Generated description
The M7 Motorway is a major orbital freeway in Sydney, Australia, that forms part of the city’s outer ring road system and links several key motorways in the western suburbs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: M7 Motorway
Target entity description: The M7 Motorway is a major orbital freeway in Sydney, Australia, that forms part of the city’s outer ring road system and links several key motorways in the western suburbs.
  • A. M7 motorway
    The M7 motorway is a major Irish route connecting Dublin with Limerick and serving as a key part of the country’s primary east–west transport corridor.
  • B. M7 motorway
    The M7 motorway is a major Hungarian highway that links Budapest with Lake Balaton and continues toward the Croatian border, serving as a key route in southwestern Hungary.
  • C. M8 motorway
    The M8 motorway is a major Scottish highway linking the cities of Glasgow and Edinburgh and serving as a key east–west transport corridor across the Central Belt.
  • D. M8 motorway
    The M8 motorway is a major Irish highway linking Cork to Dublin, forming a key part of the country’s primary inter-urban road network.
  • E. M9 motorway
    The M9 motorway is a major Scottish highway connecting Edinburgh to Stirling and the Highlands, serving as a key transport route through central Scotland.
  • 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_69d81c645c5c8190b1fd16a285a1b78a completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de2ed44f90819099ad08c09c066b56 completed April 14, 2026, 12:11 p.m.
NED1 Entity disambiguation (via context triple) batch_6a034307ff088190874d6c00f2741400 completed May 12, 2026, 3:11 p.m.
NEDg Description generation batch_6a03445913088190b8662601da93a3ab completed May 12, 2026, 3:16 p.m.
NED2 Entity disambiguation (via description) batch_6a034517f4148190864d916f4d1ef5ba completed May 12, 2026, 3:19 p.m.
Created at: April 9, 2026, 10:19 p.m.