Triple

T12096242
Position Surface form Disambiguated ID Type / Status
Subject Frank Spotnitz E288077 entity
Predicate notableWork P4 FINISHED
Object Ransom
Ransom is a crime thriller television series created by Frank Spotnitz that follows a crisis and hostage negotiator who resolves high-stakes conflicts without violence.
 E970052 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: Ransom | Statement: [Frank Spotnitz, notableWork, Ransom]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ransom
Context triple: [Frank Spotnitz, notableWork, Ransom]
  • A. Ransom
    Ransom is a 1996 American thriller film directed by Ron Howard and starring Mel Gibson, centered on a wealthy father's desperate attempt to rescue his kidnapped son.
  • B. Ransom
    Ransom is the given name of American author and filmmaker Ransom Riggs, best known for creating the "Miss Peregrine's Home for Peculiar Children" series.
  • C. Ransom
    Ransom is a small village located in LaSalle County, Illinois, in the United States.
  • D. Ransom 2
    Ransom 2 is a studio album by American record producer Mike Will Made-It, featuring a wide range of prominent hip-hop and R&B artists.
  • E. The Kidnappers
    The Kidnappers is a 1953 British family drama film set in early 20th-century Nova Scotia, following two young brothers who "adopt" a missing baby they find while searching for a dog.
  • 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: Ransom
Triple: [Frank Spotnitz, notableWork, Ransom]
Generated description
Ransom is a crime thriller television series created by Frank Spotnitz that follows a crisis and hostage negotiator who resolves high-stakes conflicts without violence.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ransom
Target entity description: Ransom is a crime thriller television series created by Frank Spotnitz that follows a crisis and hostage negotiator who resolves high-stakes conflicts without violence.
  • A. Ransom
    Ransom is a 1996 American thriller film directed by Ron Howard and starring Mel Gibson, centered on a wealthy father's desperate attempt to rescue his kidnapped son.
  • B. Ransom
    Ransom is a small village located in LaSalle County, Illinois, in the United States.
  • C. Ransom
    Ransom is the given name of American author and filmmaker Ransom Riggs, best known for creating the "Miss Peregrine's Home for Peculiar Children" series.
  • D. Ransom 2
    Ransom 2 is a studio album by American record producer Mike Will Made-It, featuring a wide range of prominent hip-hop and R&B artists.
  • E. The Kidnappers
    The Kidnappers is a 1953 British family drama film set in early 20th-century Nova Scotia, following two young brothers who "adopt" a missing baby they find while searching for a dog.
  • 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_69d6ab4964708190850585628b287b0c completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d91552645c81909aff601ab3d3c0e6 completed April 10, 2026, 3:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69f60a6f22cc8190ba12c910c5ef5868 completed May 2, 2026, 2:30 p.m.
NEDg Description generation batch_69f60d434b68819080808f5c80220c9f completed May 2, 2026, 2:42 p.m.
NED2 Entity disambiguation (via description) batch_69f60dc353ac819082cb866f2b81555b completed May 2, 2026, 2:44 p.m.
Created at: April 8, 2026, 9:48 p.m.