Triple
T7794818
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | 7th Special Forces Group (Airborne) |
E180272
|
entity |
| Predicate | nickname |
P55
|
FINISHED |
| Object |
The Quiet Professionals
The Quiet Professionals is the nickname for the U.S. Army’s 7th Special Forces Group (Airborne), an elite special operations unit known for its discreet, highly specialized missions.
|
E694001
|
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 Quiet Professionals | Statement: [7th Special Forces Group (Airborne), nickname, The Quiet Professionals]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: The Quiet Professionals Context triple: [7th Special Forces Group (Airborne), nickname, The Quiet Professionals]
-
A.
The Satisfied People
"The Satisfied People" is a film featuring Russian actress Svetlana Khodchenkova in a notable role.
-
B.
The Silent Partner
The Silent Partner is a 1978 Canadian heist thriller film, written by Curtis Hanson and starring Elliott Gould and Christopher Plummer, known for its tense cat-and-mouse plot and clever twists.
-
C.
The Company Men
The Company Men is a 2010 American drama film that explores the personal and professional fallout of corporate downsizing on a group of white-collar workers.
-
D.
The Silent Second
The Silent Second is the nickname of the U.S. Marine Corps’ 2nd Marine Division, a storied infantry division known for its combat service in major conflicts since World War II.
-
E.
A Job to Live
A Job to Live is a work by British politician and author Shirley Williams that reflects her engagement with social and political issues.
- 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 Quiet Professionals Triple: [7th Special Forces Group (Airborne), nickname, The Quiet Professionals]
Generated description
The Quiet Professionals is the nickname for the U.S. Army’s 7th Special Forces Group (Airborne), an elite special operations unit known for its discreet, highly specialized missions.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: The Quiet Professionals Target entity description: The Quiet Professionals is the nickname for the U.S. Army’s 7th Special Forces Group (Airborne), an elite special operations unit known for its discreet, highly specialized missions.
-
A.
The Satisfied People
"The Satisfied People" is a film featuring Russian actress Svetlana Khodchenkova in a notable role.
-
B.
The Silent Partner
The Silent Partner is a 1978 Canadian heist thriller film, written by Curtis Hanson and starring Elliott Gould and Christopher Plummer, known for its tense cat-and-mouse plot and clever twists.
-
C.
The Company Men
The Company Men is a 2010 American drama film that explores the personal and professional fallout of corporate downsizing on a group of white-collar workers.
-
D.
The Silent Second
The Silent Second is the nickname of the U.S. Marine Corps’ 2nd Marine Division, a storied infantry division known for its combat service in major conflicts since World War II.
-
E.
A Job to Live
A Job to Live is a work by British politician and author Shirley Williams that reflects her engagement with social and political issues.
- 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_69ca827d22208190b4dc5aa680edcf5d |
completed | March 30, 2026, 2:02 p.m. |
| NER | Named-entity recognition | batch_69cae93b262c8190b55e5ab2bc72d894 |
completed | March 30, 2026, 9:20 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cb13ea96cc819081ac26db3ecf4481 |
completed | March 31, 2026, 12:23 a.m. |
| NEDg | Description generation | batch_69cb1730900c8190bc0322c4b6a3772f |
completed | March 31, 2026, 12:37 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cb1a3e6da08190bf4f82b59db41333 |
completed | March 31, 2026, 12:50 a.m. |
Created at: March 30, 2026, 4:31 p.m.