Triple

T15054330
Position Surface form Disambiguated ID Type / Status
Subject Western Downs Region E379448 entity
Predicate hasTown P847 FINISHED
Object Kogan
Kogan is a small rural town in Queensland, Australia, known for its agricultural activities and role in the Western Downs Region’s energy and resource industries.
 E1135426 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: Kogan | Statement: [Western Downs Region, hasTown, Kogan]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Kogan
Context triple: [Western Downs Region, hasTown, Kogan]
  • A. Kogan
    Kogan is a variant form of the Jewish surname Cohen, often arising from transliteration or regional spelling differences.
  • B. Xnet
    Xnet is the underground, encrypted peer-to-peer communication network used by teens to evade government surveillance in Cory Doctorow’s novel "Little Brother."
  • C. Temu
    Temu is an ancient Egyptian creator god, a form of the sun god Atum associated with the setting sun and the completion of creation.
  • D. Le Store
    Le Store is the French title of the Magic: The Gathering card known in English as "The Sunblind."
  • E. Sogoo
    Sogoo is an alternative name for the Omotik language spoken by the Omotik people of Kenya.
  • 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: Kogan
Triple: [Western Downs Region, hasTown, Kogan]
Generated description
Kogan is a small rural town in Queensland, Australia, known for its agricultural activities and role in the Western Downs Region’s energy and resource industries.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Kogan
Target entity description: Kogan is a small rural town in Queensland, Australia, known for its agricultural activities and role in the Western Downs Region’s energy and resource industries.
  • A. Kogan
    Kogan is a variant form of the Jewish surname Cohen, often arising from transliteration or regional spelling differences.
  • B. Xnet
    Xnet is the underground, encrypted peer-to-peer communication network used by teens to evade government surveillance in Cory Doctorow’s novel "Little Brother."
  • C. Temu
    Temu is an ancient Egyptian creator god, a form of the sun god Atum associated with the setting sun and the completion of creation.
  • D. Le Store
    Le Store is the French title of the Magic: The Gathering card known in English as "The Sunblind."
  • E. Sogoo
    Sogoo is an alternative name for the Omotik language spoken by the Omotik people of Kenya.
  • 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_69deda92091c81909180f486edf01405 completed April 15, 2026, 12:23 a.m.
NED1 Entity disambiguation (via context triple) batch_69fea5bdeee48190949b0fe63eb6a21a completed May 9, 2026, 3:10 a.m.
NEDg Description generation batch_69fea79dd1bc8190ae1ac5edad3db9cb completed May 9, 2026, 3:18 a.m.
NED2 Entity disambiguation (via description) batch_69fea83aaff48190af7a7399e40fdf46 completed May 9, 2026, 3:21 a.m.
Created at: April 10, 2026, 3:01 a.m.