Triple

T5812615
Position Surface form Disambiguated ID Type / Status
Subject Port Phillip Bay E128904 entity
Predicate near P350 FINISHED
Object Williamstown
Williamstown is a historic coastal suburb of Melbourne, Australia, known for its maritime heritage, waterfront views, and proximity to Port Phillip Bay.
 E572831 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: Williamstown | Statement: [Port Phillip Bay, near, Williamstown]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Williamstown
Context triple: [Port Phillip Bay, near, Williamstown]
  • A. Williamstown, Massachusetts
    Williamstown, Massachusetts is a small New England town best known as the home of Williams College and for its scenic location in the Berkshire Mountains.
  • B. Newport
    Newport is a coastal city in Oregon known for its fishing industry, marine science centers, and scenic Pacific shoreline.
  • C. Newport
    Newport is a leading menthol cigarette brand in the United States, known for its strong market presence and association with menthol-flavored tobacco products.
  • D. Newport
    Newport is the former name of Parkersburg, a city located along the Ohio River in western West Virginia.
  • E. Newport
    Newport is a market town in Shropshire, England, known for its historic high street and traditional rural character.
  • 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: Williamstown
Triple: [Port Phillip Bay, near, Williamstown]
Generated description
Williamstown is a historic coastal suburb of Melbourne, Australia, known for its maritime heritage, waterfront views, and proximity to Port Phillip Bay.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Williamstown
Target entity description: Williamstown is a historic coastal suburb of Melbourne, Australia, known for its maritime heritage, waterfront views, and proximity to Port Phillip Bay.
  • A. Williamstown, Massachusetts
    Williamstown, Massachusetts is a small New England town best known as the home of Williams College and for its scenic location in the Berkshire Mountains.
  • B. Newport
    Newport is a leading menthol cigarette brand in the United States, known for its strong market presence and association with menthol-flavored tobacco products.
  • C. Newport
    Newport is the former name of Parkersburg, a city located along the Ohio River in western West Virginia.
  • D. Newport
    Newport is a major city in South Wales known as an important industrial and port center on the River Usk.
  • E. Newport
    Newport is a coastal city in Oregon known for its fishing industry, marine science centers, and scenic Pacific shoreline.
  • 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_69c0084788848190bcf71f6bc5d71597 completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c02b56044c8190847478a342d441c2 completed March 22, 2026, 5:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69c1411fbd448190be3c3b6a5942ef83 completed March 23, 2026, 1:33 p.m.
NEDg Description generation batch_69c14626cab4819092843ff0ea83a6f1 completed March 23, 2026, 1:54 p.m.
NED2 Entity disambiguation (via description) batch_69c146d749dc8190b59f6e0001b5729d completed March 23, 2026, 1:57 p.m.
Created at: March 22, 2026, 3:52 p.m.