Triple
T9839610
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The Specialist |
E239187
|
entity |
| Predicate | basedOn |
P98
|
FINISHED |
| Object |
The Specialist novel by John Shirley
"The Specialist" is a 1990 action-thriller novel by John Shirley about a professional assassin whose lethal skills and moral conflicts drive a violent tale of revenge and betrayal.
|
E825456
|
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: The Specialist novel by John Shirley | Statement: [The Specialist, basedOn, The Specialist novel by John Shirley]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: The Specialist novel by John Shirley Context triple: [The Specialist, basedOn, The Specialist novel by John Shirley]
-
A.
The Specialist
The Specialist is a 1994 action thriller film starring Sylvester Stallone and Sharon Stone, centered on a bomb expert drawn into a deadly revenge plot.
-
B.
novel "The Bourne Enigma"
"The Bourne Enigma" is a spy thriller novel in the Jason Bourne series, continuing the adventures of the amnesiac assassin in a high-stakes international conspiracy.
-
C.
novel "The Bourne Deception"
"The Bourne Deception" is a spy thriller novel in the Jason Bourne series that continues the amnesiac assassin’s high-stakes adventures of espionage, conspiracy, and identity.
-
D.
Fred Saberhagen's Berserker series
Fred Saberhagen's Berserker series is a classic science fiction saga about relentless, self-replicating machines bent on exterminating all life in the galaxy.
-
E.
novel "The Bourne Sanction"
"The Bourne Sanction" is a spy thriller novel in the Jason Bourne series, continuing the adventures of the amnesiac assassin in a high-stakes international conspiracy.
- 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: The Specialist novel by John Shirley Triple: [The Specialist, basedOn, The Specialist novel by John Shirley]
Generated description
"The Specialist" is a 1990 action-thriller novel by John Shirley about a professional assassin whose lethal skills and moral conflicts drive a violent tale of revenge and betrayal.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: The Specialist novel by John Shirley Target entity description: "The Specialist" is a 1990 action-thriller novel by John Shirley about a professional assassin whose lethal skills and moral conflicts drive a violent tale of revenge and betrayal.
-
A.
The Specialist
The Specialist is a 1994 action thriller film starring Sylvester Stallone and Sharon Stone, centered on a bomb expert drawn into a deadly revenge plot.
-
B.
novel "The Bourne Enigma"
"The Bourne Enigma" is a spy thriller novel in the Jason Bourne series, continuing the adventures of the amnesiac assassin in a high-stakes international conspiracy.
-
C.
novel "The Bourne Deception"
"The Bourne Deception" is a spy thriller novel in the Jason Bourne series that continues the amnesiac assassin’s high-stakes adventures of espionage, conspiracy, and identity.
-
D.
Fred Saberhagen's Berserker series
Fred Saberhagen's Berserker series is a classic science fiction saga about relentless, self-replicating machines bent on exterminating all life in the galaxy.
-
E.
novel "The Bourne Sanction"
"The Bourne Sanction" is a spy thriller novel in the Jason Bourne series, continuing the adventures of the amnesiac assassin in a high-stakes international conspiracy.
- 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_69ca84e3f0c48190ada72a65ebd50efd |
completed | March 30, 2026, 2:12 p.m. |
| NER | Named-entity recognition | batch_69cdb34b045481908f89abd576aab497 |
completed | April 2, 2026, 12:07 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d1d5d5484c8190a78ccd0e9816ba51 |
completed | April 5, 2026, 3:24 a.m. |
| NEDg | Description generation | batch_69d1d9c17a308190818dd21e7e53af9d |
completed | April 5, 2026, 3:40 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d1da4ee3588190aa46d2eeffd0eabd |
completed | April 5, 2026, 3:43 a.m. |
Created at: March 30, 2026, 8:33 p.m.