Triple

T15069306
Position Surface form Disambiguated ID Type / Status
Subject Lachlan Valley E379833 entity
Predicate hasTransportCorridor P3034 FINISHED
Object Newell Highway (through parts of the valley)
Newell Highway (through parts of the valley) is a major inland highway in New South Wales, Australia, that serves as a key freight and transport route passing through sections of the Lachlan Valley.
E1135584 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: Newell Highway (through parts of the valley) | Statement: [Lachlan Valley, hasTransportCorridor, Newell Highway (through parts of the valley)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Newell Highway (through parts of the valley)
Context triple: [Lachlan Valley, hasTransportCorridor, Newell Highway (through parts of the valley)]
  • A. Rea Valley Route
    Rea Valley Route is a walking and cycling path in Birmingham that follows the course of the River Rea through a series of green corridors and parks.
  • B. Red Hill Valley Parkway (via road links)
    Red Hill Valley Parkway (via road links) is a major expressway in Hamilton, Ontario, that connects the city's east end and mountain area to the Queen Elizabeth Way and broader regional road network.
  • C. May Valley Road
    May Valley Road is a roadway in the Issaquah, Washington area that serves as a primary access route to hiking trails on Squak Mountain.
  • D. 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.
  • E. Rivelin Valley Road
    Rivelin Valley Road is a major scenic route in Sheffield, England, running through the Rivelin Valley alongside the River Rivelin and connecting the city with its rural outskirts.
  • 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: Newell Highway (through parts of the valley)
Triple: [Lachlan Valley, hasTransportCorridor, Newell Highway (through parts of the valley)]
Generated description
Newell Highway (through parts of the valley) is a major inland highway in New South Wales, Australia, that serves as a key freight and transport route passing through sections of the Lachlan Valley.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Newell Highway (through parts of the valley)
Target entity description: Newell Highway (through parts of the valley) is a major inland highway in New South Wales, Australia, that serves as a key freight and transport route passing through sections of the Lachlan Valley.
  • A. Rea Valley Route
    Rea Valley Route is a walking and cycling path in Birmingham that follows the course of the River Rea through a series of green corridors and parks.
  • B. Red Hill Valley Parkway (via road links)
    Red Hill Valley Parkway (via road links) is a major expressway in Hamilton, Ontario, that connects the city's east end and mountain area to the Queen Elizabeth Way and broader regional road network.
  • C. May Valley Road
    May Valley Road is a roadway in the Issaquah, Washington area that serves as a primary access route to hiking trails on Squak Mountain.
  • D. 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.
  • E. Rivelin Valley Road
    Rivelin Valley Road is a major scenic route in Sheffield, England, running through the Rivelin Valley alongside the River Rivelin and connecting the city with its rural outskirts.
  • 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_69d85cd7683881908d405c1b5d7b4f7f completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69dedeebc7e48190a86b4f0afe8844bb completed April 15, 2026, 12:42 a.m.
NED1 Entity disambiguation (via context triple) batch_69fea5cd4b6c8190aa9ff73d5be31864 completed May 9, 2026, 3:11 a.m.
NEDg Description generation batch_69fea8e838b4819091e0a3d099c49059 completed May 9, 2026, 3:24 a.m.
NED2 Entity disambiguation (via description) batch_69fea986e0dc8190a56e71288c6a7ef4 completed May 9, 2026, 3:27 a.m.
Created at: April 10, 2026, 3:02 a.m.