Triple

T12425233
Position Surface form Disambiguated ID Type / Status
Subject David Morrell E296880 entity
Predicate notableWork P4 FINISHED
Object Desperate Measures
Desperate Measures is a thriller novel by David Morrell that follows an ordinary man drawn into a deadly conspiracy after a tragic personal loss.
E980565 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: Desperate Measures | Statement: [David Morrell, notableWork, Desperate Measures]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Desperate Measures
Context triple: [David Morrell, notableWork, Desperate Measures]
  • A. Desperate Journey
    Desperate Journey is a 1942 World War II adventure film starring Errol Flynn and Ronald Reagan, known for its patriotic tone and story of Allied airmen escaping from Nazi-occupied Europe.
  • B. Desperate Remedies
    Desperate Remedies is an early novel by Thomas Hardy, notable for its sensational plot and for marking the beginning of his career as a major Victorian novelist.
  • C. Desperate Things
    "Desperate Things" is a song by The Killers from their concept album Pressure Machine, known for its dark, narrative-driven lyrics and atmospheric, small-town storytelling.
  • D. Desperate Man
    Desperate Man is a country music album by American singer-songwriter Eric Church, noted for its blend of outlaw country, rock influences, and introspective storytelling.
  • E. Necessary Evil
    "Necessary Evil" is a popular studio album by Ghanaian dancehall and reggae artist Stonebwoy that helped solidify his prominence in the African music scene.
  • 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: Desperate Measures
Triple: [David Morrell, notableWork, Desperate Measures]
Generated description
Desperate Measures is a thriller novel by David Morrell that follows an ordinary man drawn into a deadly conspiracy after a tragic personal loss.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Desperate Measures
Target entity description: Desperate Measures is a thriller novel by David Morrell that follows an ordinary man drawn into a deadly conspiracy after a tragic personal loss.
  • A. Desperate Journey
    Desperate Journey is a 1942 World War II adventure film starring Errol Flynn and Ronald Reagan, known for its patriotic tone and story of Allied airmen escaping from Nazi-occupied Europe.
  • B. Desperate Remedies
    Desperate Remedies is an early novel by Thomas Hardy, notable for its sensational plot and for marking the beginning of his career as a major Victorian novelist.
  • C. Desperate Things
    "Desperate Things" is a song by The Killers from their concept album Pressure Machine, known for its dark, narrative-driven lyrics and atmospheric, small-town storytelling.
  • D. Desperate Man
    Desperate Man is a country music album by American singer-songwriter Eric Church, noted for its blend of outlaw country, rock influences, and introspective storytelling.
  • E. Necessary Evil
    "Necessary Evil" is a popular studio album by Ghanaian dancehall and reggae artist Stonebwoy that helped solidify his prominence in the African music scene.
  • 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_69d6ada0640c81908c061d7fb3d47786 completed April 8, 2026, 7:33 p.m.
NER Named-entity recognition batch_69d94d7b6bd08190b30beba393a5b1e7 completed April 10, 2026, 7:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6349716fc8190997b54a50d29827a completed May 2, 2026, 5:29 p.m.
NEDg Description generation batch_69f6356ce3f4819087d1703db655cbb4 completed May 2, 2026, 5:33 p.m.
NED2 Entity disambiguation (via description) batch_69f63693f5c881909a9683a0c6a68739 completed May 2, 2026, 5:38 p.m.
Created at: April 8, 2026, 9:55 p.m.