Triple
T8738276
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | John Gardner (British writer) |
E207438
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
For Special Services
For Special Services is a James Bond spy novel by John Gardner that continues Ian Fleming’s iconic series with a new Cold War-era mission.
|
E755764
|
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: For Special Services | Statement: [John Gardner (British writer), notableWork, For Special Services]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: For Special Services Context triple: [John Gardner (British writer), notableWork, For Special Services]
-
A.
Disability Access Services
Disability Access Services is a division of the California Department of Rehabilitation that focuses on ensuring accessibility and equal access to programs, services, and facilities for people with disabilities.
-
B.
Division of Specialized Services
The Division of Specialized Services is a unit within Florida’s state government that provides specialized administrative and support functions under the Florida Department of Management Services.
-
C.
Developmental Disabilities Services
Developmental Disabilities Services is a division of Oregon’s state human services system that provides support, resources, and programs for individuals with developmental disabilities and their families.
-
D.
Special Procedures
Special Procedures are independent human rights experts appointed by the UN Human Rights Council to monitor, report on, and advise regarding specific human rights themes or country situations worldwide.
-
E.
Special Departments
Special Departments were internal security and counterintelligence units within the Soviet Cheka responsible for monitoring and controlling the loyalty and activities of military and other strategic institutions.
- 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: For Special Services Triple: [John Gardner (British writer), notableWork, For Special Services]
Generated description
For Special Services is a James Bond spy novel by John Gardner that continues Ian Fleming’s iconic series with a new Cold War-era mission.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: For Special Services Target entity description: For Special Services is a James Bond spy novel by John Gardner that continues Ian Fleming’s iconic series with a new Cold War-era mission.
-
A.
Disability Access Services
Disability Access Services is a division of the California Department of Rehabilitation that focuses on ensuring accessibility and equal access to programs, services, and facilities for people with disabilities.
-
B.
Division of Specialized Services
The Division of Specialized Services is a unit within Florida’s state government that provides specialized administrative and support functions under the Florida Department of Management Services.
-
C.
Developmental Disabilities Services
Developmental Disabilities Services is a division of Oregon’s state human services system that provides support, resources, and programs for individuals with developmental disabilities and their families.
-
D.
Special Procedures
Special Procedures are independent human rights experts appointed by the UN Human Rights Council to monitor, report on, and advise regarding specific human rights themes or country situations worldwide.
-
E.
Special Departments
Special Departments were internal security and counterintelligence units within the Soviet Cheka responsible for monitoring and controlling the loyalty and activities of military and other strategic institutions.
- 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_69ca835a03a081909d4d4cd01a18c9fb |
completed | March 30, 2026, 2:06 p.m. |
| NER | Named-entity recognition | batch_69cc5d470c8c81909ead395ef704c6ba |
completed | March 31, 2026, 11:48 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cf42c9140081909f9c10560757c860 |
completed | April 3, 2026, 4:32 a.m. |
| NEDg | Description generation | batch_69cf43ead588819094089bea94c27207 |
completed | April 3, 2026, 4:36 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cf453fa3e4819082466c59649c2f35 |
completed | April 3, 2026, 4:42 a.m. |
Created at: March 30, 2026, 6:38 p.m.