Triple

T21812121
Position Surface form Disambiguated ID Type / Status
Subject George MacDonald Fraser E538500 entity
Predicate notableWork P4 FINISHED
Object Flash for Freedom!
Flash for Freedom! is a historical adventure novel in George MacDonald Fraser’s Flashman series, following the roguish antihero Harry Flashman through escapades tied to the 19th-century Atlantic slave trade.
E1501718 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: Flash for Freedom! | Statement: [George MacDonald Fraser, notableWork, Flash for Freedom!]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Flash for Freedom!
Context triple: [George MacDonald Fraser, notableWork, Flash for Freedom!]
  • A. First Flash of Freedom
    "First Flash of Freedom" is a bluesy, psychedelic-tinged rock song by Tom Petty and the Heartbreakers from their 2010 album *Mojo*.
  • B. A Flash of Green
    A Flash of Green is a 1962 novel by American author John D. MacDonald that explores small-town corruption, environmental conflict, and moral compromise in coastal Florida.
  • C. Dawn of Freedom
    Dawn of Freedom is the English title of Faiz Ahmed Faiz’s renowned Urdu poem “Subh-e-Azadi,” which reflects on the partition of India and the complexities of newly won independence.
  • D. The Spirit of Freedom
    The Spirit of Freedom is a bronze sculpture in Washington, D.C. that commemorates African American soldiers and sailors who served in the U.S. Civil War.
  • E. Flash the Flyer
    Flash the Flyer is the costumed mascot character of the Schaumburg Flyers minor league baseball team, entertaining fans at games and team events.
  • 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: Flash for Freedom!
Triple: [George MacDonald Fraser, notableWork, Flash for Freedom!]
Generated description
Flash for Freedom! is a historical adventure novel in George MacDonald Fraser’s Flashman series, following the roguish antihero Harry Flashman through escapades tied to the 19th-century Atlantic slave trade.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Flash for Freedom!
Target entity description: Flash for Freedom! is a historical adventure novel in George MacDonald Fraser’s Flashman series, following the roguish antihero Harry Flashman through escapades tied to the 19th-century Atlantic slave trade.
  • A. First Flash of Freedom
    "First Flash of Freedom" is a bluesy, psychedelic-tinged rock song by Tom Petty and the Heartbreakers from their 2010 album *Mojo*.
  • B. A Flash of Green
    A Flash of Green is a 1962 novel by American author John D. MacDonald that explores small-town corruption, environmental conflict, and moral compromise in coastal Florida.
  • C. Dawn of Freedom
    Dawn of Freedom is the English title of Faiz Ahmed Faiz’s renowned Urdu poem “Subh-e-Azadi,” which reflects on the partition of India and the complexities of newly won independence.
  • D. The Spirit of Freedom
    The Spirit of Freedom is a bronze sculpture in Washington, D.C. that commemorates African American soldiers and sailors who served in the U.S. Civil War.
  • E. Flash the Flyer
    Flash the Flyer is the costumed mascot character of the Schaumburg Flyers minor league baseball team, entertaining fans at games and team events.
  • 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_69e0c473f0f8819086c9d1b4a143bd67 completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69f07cc6cdf88190a31129acdc3bcec8 completed April 28, 2026, 9:24 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0a3e8ab4e0819088cba8246a57f512 completed May 17, 2026, 10:17 p.m.
NEDg Description generation batch_6a0a3f21b83c81908353647d34b2d280 completed May 17, 2026, 10:20 p.m.
NED2 Entity disambiguation (via description) batch_6a0a3fcce3a48190ac13842ad0a9dfba completed May 17, 2026, 10:23 p.m.
Created at: April 16, 2026, 6:53 p.m.