Triple

T4469909
Position Surface form Disambiguated ID Type / Status
Subject Jack Irish E98468 entity
Predicate notableWork P4 FINISHED
Object Bad Debts
Bad Debts is a crime novel by Australian author Peter Temple, introducing the character Jack Irish in a gritty tale of corruption and revenge in Melbourne.
 E441076 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: Bad Debts | Statement: [Jack Irish, notableWork, Bad Debts]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bad Debts
Context triple: [Jack Irish, notableWork, Bad Debts]
  • A. Seisachtheia cancellation of debts
    Seisachtheia was a landmark set of economic and social reforms in archaic Athens that abolished debt slavery and relieved many citizens of crippling debts.
  • B. The Debt
    The Debt is a film associated with John Madden, best known as a director of character-driven dramas and thrillers.
  • C. Deadbeat
    Deadbeat is a supernatural comedy television series about a slacker medium who helps ghosts resolve their unfinished business.
  • D. Liquidation
    "Liquidation" is a novel by Nobel Prize–winning Hungarian author Imre Kertész that explores the psychological and moral aftermath of the Holocaust in post-communist Hungary.
  • E. Bad News
    "Bad News" is a melancholic, Auto-Tune–driven song by Kanye West from his emotionally charged 2008 album 808s & Heartbreak.
  • 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: Bad Debts
Triple: [Jack Irish, notableWork, Bad Debts]
Generated description
Bad Debts is a crime novel by Australian author Peter Temple, introducing the character Jack Irish in a gritty tale of corruption and revenge in Melbourne.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bad Debts
Target entity description: Bad Debts is a crime novel by Australian author Peter Temple, introducing the character Jack Irish in a gritty tale of corruption and revenge in Melbourne.
  • A. Seisachtheia cancellation of debts
    Seisachtheia was a landmark set of economic and social reforms in archaic Athens that abolished debt slavery and relieved many citizens of crippling debts.
  • B. The Debt
    The Debt is a film associated with John Madden, best known as a director of character-driven dramas and thrillers.
  • C. Deadbeat
    Deadbeat is a supernatural comedy television series about a slacker medium who helps ghosts resolve their unfinished business.
  • D. Liquidation
    "Liquidation" is a novel by Nobel Prize–winning Hungarian author Imre Kertész that explores the psychological and moral aftermath of the Holocaust in post-communist Hungary.
  • E. Bad News
    "Bad News" is a melancholic, Auto-Tune–driven song by Kanye West from his emotionally charged 2008 album 808s & Heartbreak.
  • 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_69b3454b4ae481908967426dd37284d6 completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b3569cd03c8190927c596bedb45ac8 completed March 13, 2026, 12:13 a.m.
NED1 Entity disambiguation (via context triple) batch_69b6286c75b08190bd683d300f6c97f0 completed March 15, 2026, 3:33 a.m.
NEDg Description generation batch_69b6295627848190a7bb6b8943b0e3f1 completed March 15, 2026, 3:36 a.m.
NED2 Entity disambiguation (via description) batch_69b629be765c81908c1f6ccfc75604d1 completed March 15, 2026, 3:38 a.m.
Created at: March 12, 2026, 11:34 p.m.