Triple

T16179086
Position Surface form Disambiguated ID Type / Status
Subject HSV Clayton facility E392640 entity
Predicate suburb P47577 FINISHED
Object Clayton
Clayton is a suburb in Melbourne, Victoria, Australia, known for its diverse community, industrial areas, and proximity to Monash University’s main campus.
 E1099691 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: Clayton | Statement: [HSV Clayton facility, suburb, Clayton]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Clayton
Context triple: [HSV Clayton facility, suburb, Clayton]
  • A. Clayton
    Clayton is a town in Johnston County, North Carolina, known as a growing suburban community within the Raleigh metropolitan area.
  • B. Clayton
    Clayton is a small town in southeastern Alabama that serves as the county seat of Barbour County.
  • C. Clayton
    Clayton is the protagonist of Harriet Beecher Stowe’s anti-slavery novel "Dred: A Tale of the Great Dismal Swamp," through whom themes of morality, justice, and the complexities of slavery are explored.
  • D. Clayton
    Clayton is a small city in northeastern Georgia, United States, known as a gateway to the Blue Ridge Mountains and nearby outdoor recreation areas.
  • E. Clayton
    Clayton is a small village located within the town of New Marlborough in Berkshire County, Massachusetts.
  • 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: Clayton
Triple: [HSV Clayton facility, suburb, Clayton]
Generated description
Clayton is a suburb in Melbourne, Victoria, Australia, known for its diverse community, industrial areas, and proximity to Monash University’s main campus.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Clayton
Target entity description: Clayton is a suburb in Melbourne, Victoria, Australia, known for its diverse community, industrial areas, and proximity to Monash University’s main campus.
  • A. Clayton chosen
    Clayton is a major suburb in Melbourne, Australia, known for its diverse community, Monash University campus, and significant research and industrial precincts.
  • B. Clayton
    Clayton is a district in east Manchester, England, known for its residential character and proximity to the city’s industrial and sporting landmarks.
  • C. Clayton
    Clayton is a small borough in Gloucester County, New Jersey, known primarily as a residential community within the Philadelphia metropolitan area.
  • D. Clayton
    Clayton is a town in Johnston County, North Carolina, known as a growing suburban community within the Raleigh metropolitan area.
  • E. Clayton
    Clayton is a small village in West Sussex, England, known for its rural setting beneath the South Downs and historic landmarks such as the Clayton Windmills.
  • F. None of above.

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_69d87f1d32208190942e4e499a80c18c completed April 10, 2026, 4:39 a.m.
NER Named-entity recognition batch_69e2205b88b481908ecdd8d663dc668b completed April 17, 2026, 11:58 a.m.
NED1 Entity disambiguation (via context triple) batch_69fffefe4dc08190a6cc43a448ae6554 completed May 10, 2026, 3:43 a.m.
NEDg Description generation batch_6a0000a8a74c8190925c4140cf4a8520 completed May 10, 2026, 3:51 a.m.
NED2 Entity disambiguation (via description) batch_6a0004ceda8c8190a358f58f76116a7f completed May 10, 2026, 4:08 a.m.
Created at: April 10, 2026, 5:02 a.m.