Triple

T18780858
Position Surface form Disambiguated ID Type / Status
Subject Lois Duncan E459251 entity
Predicate notableWork P4 FINISHED
Object Ransom
Ransom is a suspense novel by Lois Duncan that follows a group of kidnapped teenagers as they struggle to escape their captors and survive.
E1343496 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: [Lois Duncan, notableWork, Ransom]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ransom
Context triple: [Lois Duncan, 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 song by the American rock band Nine.
  • D. Ransom
    "Ransom" is a work associated with Kate Mullen, likely a creative piece such as a book, film, or other narrative project.
  • E. Ransom
    "Ransom" is a breakout hit hip-hop single by rapper Lil Tecca, produced by Internet Money, that gained widespread popularity for its catchy melody and viral success.
  • 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: [Lois Duncan, notableWork, Ransom]
Generated description
Ransom is a suspense novel by Lois Duncan that follows a group of kidnapped teenagers as they struggle to escape their captors and survive.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ransom
Target entity description: Ransom is a suspense novel by Lois Duncan that follows a group of kidnapped teenagers as they struggle to escape their captors and survive.
  • 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 crime thriller television series created by Frank Spotnitz that follows a crisis and hostage negotiator who resolves high-stakes conflicts without violence.
  • D. Ransom
    "Ransom" is a song by the American rock band Nine.
  • E. Ransom
    "Ransom" is a work associated with Kate Mullen, likely a creative piece such as a book, film, or other narrative project.
  • 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_69d8d396f54c8190ba49db31e8743842 completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e5933ee89481908b647802961e4519 completed April 20, 2026, 2:45 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0547172c4c81909fc7370aa124c2e1 completed May 14, 2026, 3:52 a.m.
NEDg Description generation batch_6a054a54df1c8190981387ca09193459 completed May 14, 2026, 4:06 a.m.
NED2 Entity disambiguation (via description) batch_6a054b1e79588190b5e50215cecb8029 completed May 14, 2026, 4:10 a.m.
Created at: April 10, 2026, 11:52 a.m.