Triple

T2907123
Position Surface form Disambiguated ID Type / Status
Subject Darling River E63591 entity
Predicate flowsThrough P225 FINISHED
Object Bourke
Bourke is a remote outback town in north-western New South Wales, Australia, historically significant as a major river port and gateway to the country’s far west.
 E310407 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: Bourke | Statement: [Darling River, flowsThrough, Bourke]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bourke
Context triple: [Darling River, flowsThrough, Bourke]
  • A. Bourke
    Bourke is an Irish-origin surname historically associated with Anglo-Norman families in Ireland and their descendants.
  • B. Guilfoyle
    Guilfoyle is a surname most prominently associated in contemporary American culture with television personality and political figure Kimberly Guilfoyle.
  • C. Balfe
    Balfe is a surname of Irish origin borne by various notable individuals in fields such as music, acting, and politics.
  • D. O'Cullen
    O'Cullen is an Irish surname, a variant of Cullen, typically associated with Gaelic family lineages.
  • E. Dinneen
    Dinneen is a surname of Irish origin borne by various notable individuals in sports, politics, and the arts.
  • 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: Bourke
Triple: [Darling River, flowsThrough, Bourke]
Generated description
Bourke is a remote outback town in north-western New South Wales, Australia, historically significant as a major river port and gateway to the country’s far west.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bourke
Target entity description: Bourke is a remote outback town in north-western New South Wales, Australia, historically significant as a major river port and gateway to the country’s far west.
  • A. Bourke
    Bourke is an Irish-origin surname historically associated with Anglo-Norman families in Ireland and their descendants.
  • B. Guilfoyle
    Guilfoyle is a surname most prominently associated in contemporary American culture with television personality and political figure Kimberly Guilfoyle.
  • C. Balfe
    Balfe is a surname of Irish origin borne by various notable individuals in fields such as music, acting, and politics.
  • D. O'Cullen
    O'Cullen is an Irish surname, a variant of Cullen, typically associated with Gaelic family lineages.
  • E. Dinneen
    Dinneen is a surname of Irish origin borne by various notable individuals in sports, politics, and the arts.
  • 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_69ab4c44ab448190b9411324e8a1fc1d completed March 6, 2026, 9:51 p.m.
NER Named-entity recognition batch_69abe0d0628c81909680af2f0db2ecae completed March 7, 2026, 8:24 a.m.
NED1 Entity disambiguation (via context triple) batch_69b05612e79081908c962c2fe2e362d6 completed March 10, 2026, 5:34 p.m.
NEDg Description generation batch_69b0622ea7b081908fe2029e61e21766 completed March 10, 2026, 6:25 p.m.
NED2 Entity disambiguation (via description) batch_69b0630cd0348190882a4d3d90b217c3 completed March 10, 2026, 6:29 p.m.
Created at: March 6, 2026, 10:11 p.m.