Triple

T17721556
Position Surface form Disambiguated ID Type / Status
Subject Civic E442348 entity
Predicate serves P98 FINISHED
Object Newcastle cultural precinct
The Newcastle cultural precinct is a central urban area in Newcastle known for its concentration of arts venues, heritage buildings, and community cultural activities.
 E1286094 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: Newcastle cultural precinct | Statement: [Civic, serves, Newcastle cultural precinct]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Newcastle cultural precinct
Context triple: [Civic, serves, Newcastle cultural precinct]
  • A. Newcastle Civic Centre
    Newcastle Civic Centre is a modernist municipal building in Newcastle upon Tyne that houses the city council’s main offices and council chamber.
  • B. Newcastle Art Gallery
    Newcastle Art Gallery is a major public art museum in Newcastle, New South Wales, known for its significant collection of Australian art and diverse exhibitions.
  • C. Newcastle Museum
    Newcastle Museum is a regional cultural and social history museum in Newcastle, New South Wales, showcasing the city's industrial heritage, local stories, and science exhibits.
  • D. O2 City Hall Newcastle
    O2 City Hall Newcastle is a historic live entertainment and concert venue in Newcastle upon Tyne, England, known for hosting major music and comedy performances.
  • E. Newcastle city centre
    Newcastle city centre is the main commercial, cultural, and retail hub of Newcastle upon Tyne in northeast England.
  • 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: Newcastle cultural precinct
Triple: [Civic, serves, Newcastle cultural precinct]
Generated description
The Newcastle cultural precinct is a central urban area in Newcastle known for its concentration of arts venues, heritage buildings, and community cultural activities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Newcastle cultural precinct
Target entity description: The Newcastle cultural precinct is a central urban area in Newcastle known for its concentration of arts venues, heritage buildings, and community cultural activities.
  • A. Newcastle Civic Centre
    Newcastle Civic Centre is a modernist municipal building in Newcastle upon Tyne that houses the city council’s main offices and council chamber.
  • B. Newcastle Art Gallery
    Newcastle Art Gallery is a major public art museum in Newcastle, New South Wales, known for its significant collection of Australian art and diverse exhibitions.
  • C. Newcastle Museum
    Newcastle Museum is a regional cultural and social history museum in Newcastle, New South Wales, showcasing the city's industrial heritage, local stories, and science exhibits.
  • D. O2 City Hall Newcastle
    O2 City Hall Newcastle is a historic live entertainment and concert venue in Newcastle upon Tyne, England, known for hosting major music and comedy performances.
  • E. Newcastle city centre
    Newcastle city centre is the main commercial, cultural, and retail hub of Newcastle upon Tyne in northeast England.
  • 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_69d8b9ec79688190b86bdcef85a7b3aa completed April 10, 2026, 8:50 a.m.
NER Named-entity recognition batch_69e47486438c8190abe27eb4eb2c6fdf completed April 19, 2026, 6:21 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0242f0460c8190ba70e5466908043a completed May 11, 2026, 8:58 p.m.
NEDg Description generation batch_6a02492932708190922a946a8b4f8578 completed May 11, 2026, 9:24 p.m.
NED2 Entity disambiguation (via description) batch_6a0249a1e95081909c6c1604a35b534f completed May 11, 2026, 9:26 p.m.
Created at: April 10, 2026, 10:07 a.m.