Triple

T2684376
Position Surface form Disambiguated ID Type / Status
Subject Esperance E57447 entity
Predicate roadConnection P385 FINISHED
Object South Coast Highway
South Coast Highway is a major coastal road in Western Australia that links the town of Esperance with other key communities along the state's southern coastline.
E293707 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: South Coast Highway | Statement: [Esperance, roadConnection, South Coast Highway]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: South Coast Highway
Context triple: [Esperance, roadConnection, South Coast Highway]
  • A. Hume Highway
    The Hume Highway is a major intercity highway in southeastern Australia that forms the primary road link between Sydney and Melbourne.
  • B. New England Highway
    The New England Highway is a major inland highway in eastern Australia that links New South Wales and Queensland, serving as a key transport route through the New England region.
  • C. Glenn Highway
    Glenn Highway is a primary roadway in Alaska that connects the city of Anchorage with interior regions of the state, serving as a key transportation corridor.
  • D. Goldfields Highway
    Goldfields Highway is a major road in Western Australia that connects the mining city of Kalgoorlie with other towns across the Goldfields region.
  • E. Riverina Highway
    Riverina Highway is a major rural roadway in New South Wales, Australia, that links inland towns across the Riverina region and connects them to larger transport routes.
  • 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: South Coast Highway
Triple: [Esperance, roadConnection, South Coast Highway]
Generated description
South Coast Highway is a major coastal road in Western Australia that links the town of Esperance with other key communities along the state's southern coastline.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: South Coast Highway
Target entity description: South Coast Highway is a major coastal road in Western Australia that links the town of Esperance with other key communities along the state's southern coastline.
  • A. Hume Highway
    The Hume Highway is a major intercity highway in southeastern Australia that forms the primary road link between Sydney and Melbourne.
  • B. New England Highway
    The New England Highway is a major inland highway in eastern Australia that links New South Wales and Queensland, serving as a key transport route through the New England region.
  • C. Glenn Highway
    Glenn Highway is a primary roadway in Alaska that connects the city of Anchorage with interior regions of the state, serving as a key transportation corridor.
  • D. Goldfields Highway
    Goldfields Highway is a major road in Western Australia that connects the mining city of Kalgoorlie with other towns across the Goldfields region.
  • E. Riverina Highway
    Riverina Highway is a major rural roadway in New South Wales, Australia, that links inland towns across the Riverina region and connects them to larger transport routes.
  • 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_69ab4a5028388190a36f3baf1588309e completed March 6, 2026, 9:42 p.m.
NER Named-entity recognition batch_69abd9edba5c8190b86d6cba0f1964e2 completed March 7, 2026, 7:55 a.m.
NED1 Entity disambiguation (via context triple) batch_69afb679d5bc8190b2dd4edeaf09b1e7 completed March 10, 2026, 6:13 a.m.
NEDg Description generation batch_69afb7c0ac9c819088939e2a20e74c24 completed March 10, 2026, 6:18 a.m.
NED2 Entity disambiguation (via description) batch_69afb84d36488190b49b05f2d5398627 completed March 10, 2026, 6:21 a.m.
Created at: March 6, 2026, 9:54 p.m.