Triple

T19000872
Position Surface form Disambiguated ID Type / Status
Subject Geelong railway line E464945 entity
Predicate regionServed P82 FINISHED
Object Wyndham
Wyndham is a rapidly growing outer suburb and local government area in Melbourne’s south-west, known for its residential communities and proximity to major transport routes.
E1353403 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: Wyndham | Statement: [Geelong railway line, regionServed, Wyndham]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Wyndham
Context triple: [Geelong railway line, regionServed, Wyndham]
  • A. Wyndham
    Wyndham is a small rural town in Southland, New Zealand, known for its agricultural community and location near the Mataura River.
  • B. Wyndham
    Wyndham is a small, remote town in Western Australia's far north, known as one of the state's northernmost settlements and a gateway to the Kimberley region.
  • C. Wyndham
    Wyndham is the middle name of William Wyndham Grenville, a British statesman who served as Prime Minister of the United Kingdom in the early 19th century.
  • D. Wyndham
    Wyndham is a masculine given name most notably borne by the British painter and writer Wyndham Lewis, a key figure in the Vorticist art movement.
  • E. Wyndham
    Wyndham is an English surname historically associated with a prominent aristocratic family involved in British politics, military, and landownership.
  • 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: Wyndham
Triple: [Geelong railway line, regionServed, Wyndham]
Generated description
Wyndham is a rapidly growing outer suburb and local government area in Melbourne’s south-west, known for its residential communities and proximity to major transport routes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Wyndham
Target entity description: Wyndham is a rapidly growing outer suburb and local government area in Melbourne’s south-west, known for its residential communities and proximity to major transport routes.
  • A. Wyndham
    Wyndham is a small, remote town in Western Australia's far north, known as one of the state's northernmost settlements and a gateway to the Kimberley region.
  • B. Wyndham
    Wyndham is a small rural town in the Bega Valley region of New South Wales, Australia, known for its agricultural surroundings and close-knit community.
  • C. Wyndham
    Wyndham is a small rural town in Southland, New Zealand, known for its agricultural community and location near the Mataura River.
  • D. Wyndham
    Wyndham is an English surname historically associated with a prominent aristocratic family involved in British politics, military, and landownership.
  • E. Wyndham
    Wyndham is a masculine given name most notably borne by the British painter and writer Wyndham Lewis, a key figure in the Vorticist art movement.
  • 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_69d8dd01a56c81909694a128c66b21d7 completed April 10, 2026, 11:20 a.m.
NER Named-entity recognition batch_69e5d6863cf4819096e471d19f9a714c completed April 20, 2026, 7:32 a.m.
NED1 Entity disambiguation (via context triple) batch_6a05b45b9ca0819090a85f5708e9c632 completed May 14, 2026, 11:39 a.m.
NEDg Description generation batch_6a05b68205948190a6846e2cd8ba66ae completed May 14, 2026, 11:48 a.m.
NED2 Entity disambiguation (via description) batch_6a05b73aa91c8190abe816e72d2f56f7 completed May 14, 2026, 11:51 a.m.
Created at: April 10, 2026, 12:01 p.m.