Triple

T15048398
Position Surface form Disambiguated ID Type / Status
Subject Bega Valley E379290 entity
Predicate containsTown P847 FINISHED
Object Brogo
Brogo is a small rural locality in the Bega Valley region of New South Wales, Australia, known for its surrounding farmland and proximity to the Brogo River and Brogo Dam.
 E1133630 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: Brogo | Statement: [Bega Valley, containsTown, Brogo]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Brogo
Context triple: [Bega Valley, containsTown, Brogo]
  • A. Bolo
    Bolo is the nickname of the Douglas B-18, an American twin-engine bomber aircraft used primarily in the late 1930s and early World War II.
  • B. Osko
    Osko is an Australian real-time payment service that enables fast, secure, and data-rich bank transfers between participating financial institutions.
  • C. Bozeat
    Bozeat is a rural village and civil parish in Northamptonshire, England, known for its historic church and traditional English countryside setting.
  • D. Bodger
    Bodger is the elderly, loyal bull terrier who serves as one of the three animal protagonists in Sheila Burnford’s classic novel "The Incredible Journey."
  • E. Brosque
    Brosque is a surname most notably associated with Alex Brosque, an Australian former professional soccer player and long-time Sydney FC forward.
  • 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: Brogo
Triple: [Bega Valley, containsTown, Brogo]
Generated description
Brogo is a small rural locality in the Bega Valley region of New South Wales, Australia, known for its surrounding farmland and proximity to the Brogo River and Brogo Dam.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Brogo
Target entity description: Brogo is a small rural locality in the Bega Valley region of New South Wales, Australia, known for its surrounding farmland and proximity to the Brogo River and Brogo Dam.
  • A. Bolo
    Bolo is the nickname of the Douglas B-18, an American twin-engine bomber aircraft used primarily in the late 1930s and early World War II.
  • B. Osko
    Osko is an Australian real-time payment service that enables fast, secure, and data-rich bank transfers between participating financial institutions.
  • C. Bozeat
    Bozeat is a rural village and civil parish in Northamptonshire, England, known for its historic church and traditional English countryside setting.
  • D. Bodger
    Bodger is the elderly, loyal bull terrier who serves as one of the three animal protagonists in Sheila Burnford’s classic novel "The Incredible Journey."
  • E. Brosque
    Brosque is a surname most notably associated with Alex Brosque, an Australian former professional soccer player and long-time Sydney FC forward.
  • 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_69d85cd64d108190853797a95c11cc45 completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69deda8e64e48190873104a02a676ff3 completed April 15, 2026, 12:23 a.m.
NED1 Entity disambiguation (via context triple) batch_69fe9de73614819098b7a88624407d0e completed May 9, 2026, 2:37 a.m.
NEDg Description generation batch_69fe9f49b1108190a453ef3805006e6c completed May 9, 2026, 2:43 a.m.
NED2 Entity disambiguation (via description) batch_69fe9fb79bd08190b22f92df751d0e58 completed May 9, 2026, 2:45 a.m.
Created at: April 10, 2026, 3 a.m.