Triple

T5195045
Position Surface form Disambiguated ID Type / Status
Subject Geoff Burton E117248 entity
Predicate notableWork P4 FINISHED
Object The Dirtwater Dynasty
The Dirtwater Dynasty is an Australian television miniseries that chronicles the struggles and ambitions of a pioneering family across several generations.
 E501611 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: The Dirtwater Dynasty | Statement: [Geoff Burton, notableWork, The Dirtwater Dynasty]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: The Dirtwater Dynasty
Context triple: [Geoff Burton, notableWork, The Dirtwater Dynasty]
  • A. The Spoils
    The Spoils is a darkly comedic stage play by Jesse Eisenberg that explores privilege, insecurity, and fractured relationships among young urban adults.
  • B. Dighty Water
    Dighty Water is a small river in Angus, Scotland, that flows through the Monifieth and Dundee area before entering the Firth of Tay.
  • C. The Ditch
    The Ditch is a colloquial nickname for the Tasman Sea, the body of water separating Australia and New Zealand.
  • D. City of Oaks
    City of Oaks is the popular nickname for Raleigh, North Carolina, highlighting its abundance of oak trees and tree-lined streets.
  • E. People of the Ditch
    The People of the Ditch are a persecuted group mentioned in the Qur’an, remembered for being burned alive in trenches of fire for steadfastly upholding their faith.
  • 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: The Dirtwater Dynasty
Triple: [Geoff Burton, notableWork, The Dirtwater Dynasty]
Generated description
The Dirtwater Dynasty is an Australian television miniseries that chronicles the struggles and ambitions of a pioneering family across several generations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: The Dirtwater Dynasty
Target entity description: The Dirtwater Dynasty is an Australian television miniseries that chronicles the struggles and ambitions of a pioneering family across several generations.
  • A. The Spoils
    The Spoils is a darkly comedic stage play by Jesse Eisenberg that explores privilege, insecurity, and fractured relationships among young urban adults.
  • B. Dighty Water
    Dighty Water is a small river in Angus, Scotland, that flows through the Monifieth and Dundee area before entering the Firth of Tay.
  • C. The Ditch
    The Ditch is a colloquial nickname for the Tasman Sea, the body of water separating Australia and New Zealand.
  • D. City of Oaks
    City of Oaks is the popular nickname for Raleigh, North Carolina, highlighting its abundance of oak trees and tree-lined streets.
  • E. People of the Ditch
    The People of the Ditch are a persecuted group mentioned in the Qur’an, remembered for being burned alive in trenches of fire for steadfastly upholding their faith.
  • 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_69bd4462ed04819084fcb01eb9d2fa74 completed March 20, 2026, 12:58 p.m.
NER Named-entity recognition batch_69bd79f2935c81909b4e33904b89e818 completed March 20, 2026, 4:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69bee09a347081909c2c6c4a2362d7dd completed March 21, 2026, 6:16 p.m.
NEDg Description generation batch_69bee62f493881909e8b484534e75359 completed March 21, 2026, 6:40 p.m.
NED2 Entity disambiguation (via description) batch_69bee6d1eae481909f3861b7c0adc2fd completed March 21, 2026, 6:43 p.m.
Created at: March 20, 2026, 1:46 p.m.