Triple

T2649369
Position Surface form Disambiguated ID Type / Status
Subject Kempsey E53859 entity
Predicate hasHighway P385 FINISHED
Object Macleay Valley Way
Macleay Valley Way is a regional road in New South Wales, Australia, that serves as a key route through the Kempsey area and the broader Macleay Valley region.
 E304841 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: Macleay Valley Way | Statement: [Kempsey, hasHighway, Macleay Valley Way]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Macleay Valley Way
Context triple: [Kempsey, hasHighway, Macleay Valley Way]
  • A. Bancroft Way
    Bancroft Way is a major east–west street in Berkeley, California, running along the southern edge of the UC Berkeley campus.
  • B. Bridgewater Way
    Bridgewater Way is a walking and cycling route in Greater Manchester that follows the historic Bridgewater Canal, connecting various neighborhoods and transport links.
  • C. Markham Road
    Markham Road is a major north–south arterial roadway in Scarborough, Toronto, serving as an important commercial and commuter corridor through the district.
  • D. Goldfields Way
    Goldfields Way is a major rural highway in New South Wales, Australia, linking several inland towns and agricultural regions.
  • E. Wildrose Road
    Wildrose Road is a scenic access route in California’s Panamint Range that leads into the high desert mountains of Death Valley National Park.
  • 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: Macleay Valley Way
Triple: [Kempsey, hasHighway, Macleay Valley Way]
Generated description
Macleay Valley Way is a regional road in New South Wales, Australia, that serves as a key route through the Kempsey area and the broader Macleay Valley region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Macleay Valley Way
Target entity description: Macleay Valley Way is a regional road in New South Wales, Australia, that serves as a key route through the Kempsey area and the broader Macleay Valley region.
  • A. Bancroft Way
    Bancroft Way is a major east–west street in Berkeley, California, running along the southern edge of the UC Berkeley campus.
  • B. Bridgewater Way
    Bridgewater Way is a walking and cycling route in Greater Manchester that follows the historic Bridgewater Canal, connecting various neighborhoods and transport links.
  • C. Markham Road
    Markham Road is a major north–south arterial roadway in Scarborough, Toronto, serving as an important commercial and commuter corridor through the district.
  • D. Goldfields Way
    Goldfields Way is a major rural highway in New South Wales, Australia, linking several inland towns and agricultural regions.
  • E. Wildrose Road
    Wildrose Road is a scenic access route in California’s Panamint Range that leads into the high desert mountains of Death Valley National Park.
  • 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_69ab495e192081909c77b622e8e7e15a completed March 6, 2026, 9:38 p.m.
NER Named-entity recognition batch_69abd91ca1288190ba302b04bac4c153 completed March 7, 2026, 7:51 a.m.
NED1 Entity disambiguation (via context triple) batch_69b01d3d6a54819090068ef1807ca921 completed March 10, 2026, 1:31 p.m.
NEDg Description generation batch_69b01f73ff708190924f6e12d5688cc7 completed March 10, 2026, 1:41 p.m.
NED2 Entity disambiguation (via description) batch_69b020fe69b881909b576a5321126a7c completed March 10, 2026, 1:47 p.m.
Created at: March 6, 2026, 9:53 p.m.