Triple

T12052963
Position Surface form Disambiguated ID Type / Status
Subject Kempsey Shire E286963 entity
Predicate containsSettlement P847 FINISHED
Object Frederickton
Frederickton is a small rural township in New South Wales, Australia, situated near Kempsey on the Mid North Coast.
E1097468 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: Frederickton | Statement: [Kempsey Shire, containsSettlement, Frederickton]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Frederickton
Context triple: [Kempsey Shire, containsSettlement, Frederickton]
  • A. Fredericton
    Fredericton is the capital city of New Brunswick, known for its riverside setting, historic architecture, and role as a cultural and educational center in eastern Canada.
  • B. Moncton
    Moncton is a mid-sized city in southeastern New Brunswick known as a regional economic, transportation, and service hub in Eastern Canada.
  • C. Campbellton
    Campbellton is a small city in northern New Brunswick, Canada, situated on the Restigouche River near the Quebec border and known historically as a regional transportation and forestry hub.
  • D. Bonnieville
    Bonnieville is a small rural city located in Hart County, Kentucky, known for its quiet community and proximity to major transportation routes.
  • E. Lévis
    Lévis is a city located on the south shore of the St. Lawrence River in Quebec, Canada, directly across from Quebec City.
  • 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: Frederickton
Triple: [Kempsey Shire, containsSettlement, Frederickton]
Generated description
Frederickton is a small rural township in New South Wales, Australia, situated near Kempsey on the Mid North Coast.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Frederickton
Target entity description: Frederickton is a small rural township in New South Wales, Australia, situated near Kempsey on the Mid North Coast.
  • A. Fredericton
    Fredericton is the capital city of New Brunswick, known for its riverside setting, historic architecture, and role as a cultural and educational center in eastern Canada.
  • B. Moncton
    Moncton is a mid-sized city in southeastern New Brunswick known as a regional economic, transportation, and service hub in Eastern Canada.
  • C. Campbellton
    Campbellton is a small city in northern New Brunswick, Canada, situated on the Restigouche River near the Quebec border and known historically as a regional transportation and forestry hub.
  • D. Bonnieville
    Bonnieville is a small rural city located in Hart County, Kentucky, known for its quiet community and proximity to major transportation routes.
  • E. Lévis
    Lévis is a city located on the south shore of the St. Lawrence River in Quebec, Canada, directly across from Quebec City.
  • 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_69d6ab4780948190bdb9f7620c2ac27e completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d90423b22081908fba82fbc6b40eb5 completed April 10, 2026, 2:07 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd54f264d48190be636796d694ceb1 completed May 8, 2026, 3:13 a.m.
NEDg Description generation batch_69fd570e482881909532000eebd169d1 completed May 8, 2026, 3:22 a.m.
NED2 Entity disambiguation (via description) batch_69fd57710f648190a1344ac1363acce1 completed May 8, 2026, 3:24 a.m.
Created at: April 8, 2026, 9:47 p.m.