Triple

T15348539
Position Surface form Disambiguated ID Type / Status
Subject Port Wakefield E366987 entity
Predicate nearbyTownWest P90555 FINISHED
Object Balaklava, South Australia
Balaklava is a rural township in South Australia's Mid North region, known as a service and agricultural center for the surrounding farming districts.
E1151848 NE FINISHED

How this triple was built (5 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: Balaklava, South Australia | Statement: [Port Wakefield, nearbyTownWest, Balaklava, South Australia]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Balaklava, South Australia
Context triple: [Port Wakefield, nearbyTownWest, Balaklava, South Australia]
  • A. Balhannah, South Australia
    Balhannah, South Australia is a small town in the Adelaide Hills known for its vineyards, orchards, and role in the region’s wine and fruit-growing industries.
  • B. Lobethal, South Australia
    Lobethal, South Australia is a historic town in the Adelaide Hills known for its German heritage, wineries, and popular annual Christmas lights festival.
  • C. Baroona
    Baroona is a historically significant heritage-listed building associated with the Singleton area, recognized for its architectural and cultural value.
  • D. Cockburn, South Australia
    Cockburn, South Australia is a small border town in the state’s far east, situated near the New South Wales boundary and serving as a minor transport and service hub for the surrounding outback region.
  • E. Magill, South Australia
    Magill, South Australia is a suburban area in Adelaide known for its residential character, educational institutions, and proximity to the foothills of the Mount Lofty Ranges.
  • 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: Balaklava, South Australia
Triple: [Port Wakefield, nearbyTownWest, Balaklava, South Australia]
Generated description
Balaklava is a rural township in South Australia's Mid North region, known as a service and agricultural center for the surrounding farming districts.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Balaklava, South Australia
Target entity description: Balaklava is a rural township in South Australia's Mid North region, known as a service and agricultural center for the surrounding farming districts.
  • A. Balhannah, South Australia
    Balhannah, South Australia is a small town in the Adelaide Hills known for its vineyards, orchards, and role in the region’s wine and fruit-growing industries.
  • B. Lobethal, South Australia
    Lobethal, South Australia is a historic town in the Adelaide Hills known for its German heritage, wineries, and popular annual Christmas lights festival.
  • C. Baroona
    Baroona is a historically significant heritage-listed building associated with the Singleton area, recognized for its architectural and cultural value.
  • D. Cockburn, South Australia
    Cockburn, South Australia is a small border town in the state’s far east, situated near the New South Wales boundary and serving as a minor transport and service hub for the surrounding outback region.
  • E. Magill, South Australia
    Magill, South Australia is a suburban area in Adelaide known for its residential character, educational institutions, and proximity to the foothills of the Mount Lofty Ranges.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: nearbyTownWest
Context triple: [Port Wakefield, nearbyTownWest, Balaklava, South Australia]
  • A. closestTownOnWest chosen
    Indicates that one town is the nearest town located to the west of another specified place.
  • B. hasNearbyTown
    Indicates that one location has a town situated close to it in geographic proximity.
  • C. nearestTownDistance
    Indicates the distance from a given location to the closest town.
  • D. nearbyUrbanCenter
    Indicates that one location is geographically close to an urban center, such as a city or large town.
  • E. nearbySettlementUS
    Indicates that one settlement is geographically close to another settlement within the United States.
  • F. None of above.

Provenance (6 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_69d85a1355608190a6673ddb67231d54 completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e03e27f8a88190a0f65756e3a1fdfc completed April 16, 2026, 1:40 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff01fb46b48190a030e40ee0163559 completed May 9, 2026, 9:44 a.m.
NEDg Description generation batch_69ff031869a481909911d251aa9ce3e8 completed May 9, 2026, 9:49 a.m.
NED2 Entity disambiguation (via description) batch_69ff03c0ebc081908b1a132256e9d004 completed May 9, 2026, 9:52 a.m.
PD Predicate disambiguation batch_69deca991e5081908b0df3d1ee7d5338 completed April 14, 2026, 11:15 p.m.
Created at: April 10, 2026, 3:17 a.m.