Triple

T15815175
Position Surface form Disambiguated ID Type / Status
Subject Andrew McGahan E383455 entity
Predicate notableWork P4 FINISHED
Object Last Drinks
Last Drinks is a crime novel by Australian author Andrew McGahan that explores political corruption, alcoholism, and moral decay in contemporary Brisbane.
E1178334 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: Last Drinks | Statement: [Andrew McGahan, notableWork, Last Drinks]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Last Drinks
Context triple: [Andrew McGahan, notableWork, Last Drinks]
  • A. Last Drink
    "Last Drink" is a song by the artist No Said Date.
  • B. Last Call
    "Last Call" is a track from P!nk's 2023 pop album *Trustfall*, known for its emotive lyrics and polished production.
  • C. Last Call
    "Last Call" is a popular electronic dance music track by French DJ and producer Michael Calfan, known for its uplifting house style and melodic, festival-friendly sound.
  • D. Last Call
    Last Call is an off-price retail chain offering discounted designer and luxury merchandise associated with Neiman Marcus.
  • E. Last Call
    "Last Call" is a song by American singer Katy Perry, released under her birth name Katy Hudson during her early Christian music career.
  • 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: Last Drinks
Triple: [Andrew McGahan, notableWork, Last Drinks]
Generated description
Last Drinks is a crime novel by Australian author Andrew McGahan that explores political corruption, alcoholism, and moral decay in contemporary Brisbane.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Last Drinks
Target entity description: Last Drinks is a crime novel by Australian author Andrew McGahan that explores political corruption, alcoholism, and moral decay in contemporary Brisbane.
  • A. Last Drink
    "Last Drink" is a song by the artist No Said Date.
  • B. Last Call
    "Last Call" is a track from P!nk's 2023 pop album *Trustfall*, known for its emotive lyrics and polished production.
  • C. Last Call
    "Last Call" is a popular electronic dance music track by French DJ and producer Michael Calfan, known for its uplifting house style and melodic, festival-friendly sound.
  • D. Last Call
    Last Call is an off-price retail chain offering discounted designer and luxury merchandise associated with Neiman Marcus.
  • E. Last Call
    "Last Call" is a song by American singer Katy Perry, released under her birth name Katy Hudson during her early Christian music career.
  • 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_69d86da2858c819090cc8481e7207b6e completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e0c4a219508190b8588120ec415ac7 completed April 16, 2026, 11:14 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff99959f048190ae24a072387ec233 completed May 9, 2026, 8:31 p.m.
NEDg Description generation batch_69ff9ad6b29081909ff2abb2c4d866a4 completed May 9, 2026, 8:36 p.m.
NED2 Entity disambiguation (via description) batch_69ff9b443280819088dbf18f7c57406b completed May 9, 2026, 8:38 p.m.
Created at: April 10, 2026, 4:49 a.m.