Triple

T21285819
Position Surface form Disambiguated ID Type / Status
Subject Murray and Mallee region E524654 entity
Predicate hasMajorTown P316 FINISHED
Object Swan Reach
Swan Reach is a small riverside town in South Australia situated on the Murray River, known for its historic ferry crossing and role in regional agriculture and tourism.
E1476137 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: Swan Reach | Statement: [Murray and Mallee region, hasMajorTown, Swan Reach]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Swan Reach
Context triple: [Murray and Mallee region, hasMajorTown, Swan Reach]
  • A. Henley Reach
    Henley Reach is a straight stretch of the River Thames at Henley-on-Thames, England, renowned as the course for the Henley Royal Regatta and other major rowing events.
  • B. Southwater
    Southwater is a large village and civil parish in West Sussex, England, situated just south of the town of Horsham.
  • C. Reeds Bay
    Reeds Bay is a small coastal inlet and recreational area on the Hilo shoreline of Hawaii’s Big Island, known for its calm waters and popular beach park.
  • D. Bullock Harbour
    Bullock Harbour is a small historic fishing and boating harbour located near Dalkey on the south coast of Dublin, Ireland.
  • E. Broadwater
    Broadwater is a large, sheltered coastal waterway on the Gold Coast in Queensland, Australia, popular for boating, fishing, and waterfront recreation.
  • 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: Swan Reach
Triple: [Murray and Mallee region, hasMajorTown, Swan Reach]
Generated description
Swan Reach is a small riverside town in South Australia situated on the Murray River, known for its historic ferry crossing and role in regional agriculture and tourism.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Swan Reach
Target entity description: Swan Reach is a small riverside town in South Australia situated on the Murray River, known for its historic ferry crossing and role in regional agriculture and tourism.
  • A. Henley Reach
    Henley Reach is a straight stretch of the River Thames at Henley-on-Thames, England, renowned as the course for the Henley Royal Regatta and other major rowing events.
  • B. Southwater
    Southwater is a large village and civil parish in West Sussex, England, situated just south of the town of Horsham.
  • C. Reeds Bay
    Reeds Bay is a small coastal inlet and recreational area on the Hilo shoreline of Hawaii’s Big Island, known for its calm waters and popular beach park.
  • D. Bullock Harbour
    Bullock Harbour is a small historic fishing and boating harbour located near Dalkey on the south coast of Dublin, Ireland.
  • E. Broadwater
    Broadwater is a large, sheltered coastal waterway on the Gold Coast in Queensland, Australia, popular for boating, fishing, and waterfront recreation.
  • 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_69e0b5171f6c8190a5d57201ede73811 completed April 16, 2026, 10:08 a.m.
NER Named-entity recognition batch_69e736d658e08190ad2f267123d53ede completed April 21, 2026, 8:35 a.m.
NED1 Entity disambiguation (via context triple) batch_6a099809b3d88190b78ddeae641a7abf completed May 17, 2026, 10:27 a.m.
NEDg Description generation batch_6a0998f27c6c81908a88a4a831445d57 completed May 17, 2026, 10:31 a.m.
NED2 Entity disambiguation (via description) batch_6a09996c8d7c81908cc9874f6e1a3fff completed May 17, 2026, 10:33 a.m.
Created at: April 16, 2026, 4:03 p.m.