Triple
T20525758
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Eric Ambler |
E503930
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Background to Danger
Background to Danger is a 1937 espionage thriller novel by Eric Ambler that follows an ordinary man drawn into a web of international intrigue in pre–World War II Europe.
|
E1436344
|
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: Background to Danger | Statement: [Eric Ambler, notableWork, Background to Danger]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Background to Danger Context triple: [Eric Ambler, notableWork, Background to Danger]
-
A.
Appointment with Danger
Appointment with Danger is a 1951 American film noir crime drama starring Alan Ladd as a U.S. postal inspector investigating a murder linked to a mail robbery.
-
B.
Escape to Danger
Escape to Danger is a World War II-themed non-fiction work by Australian author Paul Brickhill, known for its vivid accounts of wartime experiences and resistance activities.
-
C.
Welcome Danger
Welcome Danger is a 1929 American comedy film starring silent-era icon Harold Lloyd in one of his early sound features.
-
D.
Edge of Danger
Edge of Danger is a fast-paced thriller novel by Jack Higgins that follows covert operatives entangled in international intrigue and assassination plots.
-
E.
On Dangerous Ground
On Dangerous Ground is a fast-paced political thriller novel by Jack Higgins involving high-stakes espionage and international intrigue.
- 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: Background to Danger Triple: [Eric Ambler, notableWork, Background to Danger]
Generated description
Background to Danger is a 1937 espionage thriller novel by Eric Ambler that follows an ordinary man drawn into a web of international intrigue in pre–World War II Europe.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Background to Danger Target entity description: Background to Danger is a 1937 espionage thriller novel by Eric Ambler that follows an ordinary man drawn into a web of international intrigue in pre–World War II Europe.
-
A.
Appointment with Danger
Appointment with Danger is a 1951 American film noir crime drama starring Alan Ladd as a U.S. postal inspector investigating a murder linked to a mail robbery.
-
B.
Escape to Danger
Escape to Danger is a World War II-themed non-fiction work by Australian author Paul Brickhill, known for its vivid accounts of wartime experiences and resistance activities.
-
C.
Welcome Danger
Welcome Danger is a 1929 American comedy film starring silent-era icon Harold Lloyd in one of his early sound features.
-
D.
Edge of Danger
Edge of Danger is a fast-paced thriller novel by Jack Higgins that follows covert operatives entangled in international intrigue and assassination plots.
-
E.
On Dangerous Ground
On Dangerous Ground is a fast-paced political thriller novel by Jack Higgins involving high-stakes espionage and international intrigue.
- 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_69e0b4b3a6e08190ae663701f50fab8e |
completed | April 16, 2026, 10:06 a.m. |
| NER | Named-entity recognition | batch_69e6a06504b48190b3f1defdc23a47d5 |
completed | April 20, 2026, 9:53 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a089d4626d08190a87f07abd1380a3d |
completed | May 16, 2026, 4:37 p.m. |
| NEDg | Description generation | batch_6a089e69e1bc8190b2975e9a810fba77 |
completed | May 16, 2026, 4:42 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a089f4b56c48190a5e83f4678c525e3 |
completed | May 16, 2026, 4:46 p.m. |
Created at: April 16, 2026, 11:37 a.m.