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.