Triple

T16883629
Position Surface form Disambiguated ID Type / Status
Subject Stephen Lynch E421482 entity
Predicate notableWork P4 FINISHED
Object The Craig Machine
The Craig Machine is a comedy music album by American comedian and musician Stephen Lynch, featuring humorous and often irreverent songs.
E1238944 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 Craig Machine | Statement: [Stephen Lynch, notableWork, The Craig Machine]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Craig Machine
Context triple: [Stephen Lynch, notableWork, The Craig Machine]
  • A. Isa Machine
    Isa Machine is the stage name of Isabella Summers, the English musician, producer, and keyboardist best known as a founding member of Florence + The Machine.
  • B. The Machine
    The Machine is the nickname of Albert Pujols, a Dominican-American former Major League Baseball first baseman renowned for his remarkably consistent and powerful hitting.
  • C. The Machine
    The Machine is a powerful, clandestine artificial superintelligence from the TV series "Person of Interest" that predicts violent crimes by analyzing global surveillance data.
  • D. the Machine
    The Machine is a notorious torture device from "The Princess Bride" that painfully drains years of life from its victims.
  • E. Nefastis Machine
    The Nefastis Machine is a fictional perpetual motion device based on Maxwell’s demon, featured in Thomas Pynchon’s novel "The Crying of Lot 49" as a symbol of entropy, communication, and paranoia.
  • 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 Craig Machine
Triple: [Stephen Lynch, notableWork, The Craig Machine]
Generated description
The Craig Machine is a comedy music album by American comedian and musician Stephen Lynch, featuring humorous and often irreverent songs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Craig Machine
Target entity description: The Craig Machine is a comedy music album by American comedian and musician Stephen Lynch, featuring humorous and often irreverent songs.
  • A. Isa Machine
    Isa Machine is the stage name of Isabella Summers, the English musician, producer, and keyboardist best known as a founding member of Florence + The Machine.
  • B. The Machine
    The Machine is the nickname of Albert Pujols, a Dominican-American former Major League Baseball first baseman renowned for his remarkably consistent and powerful hitting.
  • C. The Machine
    The Machine is a powerful, clandestine artificial superintelligence from the TV series "Person of Interest" that predicts violent crimes by analyzing global surveillance data.
  • D. the Machine
    The Machine is a notorious torture device from "The Princess Bride" that painfully drains years of life from its victims.
  • E. Nefastis Machine
    The Nefastis Machine is a fictional perpetual motion device based on Maxwell’s demon, featured in Thomas Pynchon’s novel "The Crying of Lot 49" as a symbol of entropy, communication, and paranoia.
  • 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_69d889d470fc8190b4aec199636c0c56 completed April 10, 2026, 5:25 a.m.
NER Named-entity recognition batch_69e3bbbf0cec819084216807601afad1 completed April 18, 2026, 5:13 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00c2baece88190ad9821219dff7e27 completed May 10, 2026, 5:39 p.m.
NEDg Description generation batch_6a00c3719c88819080279147f9bc415e completed May 10, 2026, 5:42 p.m.
NED2 Entity disambiguation (via description) batch_6a00c4850dec819085ae8b51c94c11e7 completed May 10, 2026, 5:46 p.m.
Created at: April 10, 2026, 5:29 a.m.