Triple

T21285825
Position Surface form Disambiguated ID Type / Status
Subject Murray and Mallee region E524654 entity
Predicate hasMajorTown P316 FINISHED
Object Berri Barmera
Berri Barmera is a local government area in South Australia’s Riverland, known for its irrigated agriculture, vineyards, and river-based tourism along the Murray River.
E1476141 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: Berri Barmera | Statement: [Murray and Mallee region, hasMajorTown, Berri Barmera]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Berri Barmera
Context triple: [Murray and Mallee region, hasMajorTown, Berri Barmera]
  • A. Sirohi
    Sirohi is a town in the Indian state of Rajasthan known for its historical significance and role as the former seat of a princely state.
  • B. Surajgarh
    Surajgarh is a town in the Jhunjhunu district of Rajasthan, India, known for its historic havelis and traditional Rajasthani architecture.
  • C. Dindori
    Dindori is a town and administrative center in the central Indian state of Madhya Pradesh, known for its surrounding forests, tribal communities, and proximity to natural and cultural heritage sites.
  • D. Dindori
    Dindori is a town in the Nashik district of Maharashtra, India, known for its agricultural produce and proximity to the region’s vineyards and religious sites.
  • E. Karauli
    Karauli is a historic town and pilgrimage center in the Indian state of Rajasthan, known for its ancient temples and distinctive red sandstone architecture.
  • 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: Berri Barmera
Triple: [Murray and Mallee region, hasMajorTown, Berri Barmera]
Generated description
Berri Barmera is a local government area in South Australia’s Riverland, known for its irrigated agriculture, vineyards, and river-based tourism along the Murray River.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Berri Barmera
Target entity description: Berri Barmera is a local government area in South Australia’s Riverland, known for its irrigated agriculture, vineyards, and river-based tourism along the Murray River.
  • A. Sirohi
    Sirohi is a town in the Indian state of Rajasthan known for its historical significance and role as the former seat of a princely state.
  • B. Surajgarh
    Surajgarh is a town in the Jhunjhunu district of Rajasthan, India, known for its historic havelis and traditional Rajasthani architecture.
  • C. Dindori
    Dindori is a town and administrative center in the central Indian state of Madhya Pradesh, known for its surrounding forests, tribal communities, and proximity to natural and cultural heritage sites.
  • D. Dindori
    Dindori is a town in the Nashik district of Maharashtra, India, known for its agricultural produce and proximity to the region’s vineyards and religious sites.
  • E. Karauli
    Karauli is a historic town and pilgrimage center in the Indian state of Rajasthan, known for its ancient temples and distinctive red sandstone architecture.
  • 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.