Triple

T7754129
Position Surface form Disambiguated ID Type / Status
Subject Mallee region E175845 entity
Predicate hasTown P847 FINISHED
Object Robinvale
Robinvale is a small agricultural town in north-western Victoria, Australia, known for its irrigated horticulture and position along the Murray River.
 E686502 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: Robinvale | Statement: [Mallee region, hasTown, Robinvale]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Robinvale
Context triple: [Mallee region, hasTown, Robinvale]
  • A. Crescentville
    Crescentville is a residential neighborhood in the Northeast section of Philadelphia, Pennsylvania, known for its rowhomes and urban community character.
  • B. Lovedale
    Lovedale is a rural locality in the Hunter Valley region of New South Wales, Australia, known for its vineyards, wineries, and boutique accommodation.
  • C. Rosettenville
    Rosettenville is a residential suburb in the south of Johannesburg, South Africa, known for its diverse community and historical religious and educational institutions.
  • D. Medlock Valley
    Medlock Valley is a river valley and green corridor in Greater Manchester, England, known for its mix of urban, industrial heritage and regenerated natural landscapes along the River Medlock.
  • E. Tawonga
    Tawonga is a small rural township in northeastern Victoria, Australia, situated in the Kiewa Valley near the alpine region.
  • 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: Robinvale
Triple: [Mallee region, hasTown, Robinvale]
Generated description
Robinvale is a small agricultural town in north-western Victoria, Australia, known for its irrigated horticulture and position along the Murray River.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Robinvale
Target entity description: Robinvale is a small agricultural town in north-western Victoria, Australia, known for its irrigated horticulture and position along the Murray River.
  • A. Crescentville
    Crescentville is a residential neighborhood in the Northeast section of Philadelphia, Pennsylvania, known for its rowhomes and urban community character.
  • B. Lovedale
    Lovedale is a rural locality in the Hunter Valley region of New South Wales, Australia, known for its vineyards, wineries, and boutique accommodation.
  • C. Rosettenville
    Rosettenville is a residential suburb in the south of Johannesburg, South Africa, known for its diverse community and historical religious and educational institutions.
  • D. Medlock Valley
    Medlock Valley is a river valley and green corridor in Greater Manchester, England, known for its mix of urban, industrial heritage and regenerated natural landscapes along the River Medlock.
  • E. Tawonga
    Tawonga is a small rural township in northeastern Victoria, Australia, situated in the Kiewa Valley near the alpine region.
  • 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_69c6996180088190832e38e8d83ff54a completed March 27, 2026, 2:51 p.m.
NER Named-entity recognition batch_69c703d851d4819091e9117d3f34cb9a completed March 27, 2026, 10:25 p.m.
NED1 Entity disambiguation (via context triple) batch_69c8be5dbf5881908d07d70c8ae061a5 completed March 29, 2026, 5:53 a.m.
NEDg Description generation batch_69c8bfc8256081908a6ae947d783f19f completed March 29, 2026, 5:59 a.m.
NED2 Entity disambiguation (via description) batch_69c8c02e7a548190b2c5ad84e4c3f1fb completed March 29, 2026, 6:01 a.m.
Created at: March 27, 2026, 4:08 p.m.