Triple
T19125193
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | United States Special Forces |
E468158
|
entity |
| Predicate | qualificationCourse |
P67452
|
FINISHED |
| Object | Special Forces Qualification Course |
—
|
NE NERFINISHED |
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: Special Forces Qualification Course | Statement: [United States Special Forces, qualificationCourse, Special Forces Qualification Course]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Special Forces Qualification Course Context triple: [United States Special Forces, qualificationCourse, Special Forces Qualification Course]
-
A.
Special Forces Training School
The Special Forces Training School is a Sri Lanka Army institution dedicated to training and preparing elite special operations soldiers for high-risk, specialized military missions.
-
B.
U.S. Army Ranger School
U.S. Army Ranger School is an elite, intensive combat leadership course of the U.S. Army that trains soldiers in small-unit tactics, endurance, and survival under extreme conditions.
-
C.
Survival, Evasion, Resistance and Escape (SERE) school
Survival, Evasion, Resistance and Escape (SERE) school is a U.S. military training program that prepares personnel to survive in hostile environments, avoid capture, resist interrogation, and escape if taken prisoner.
-
D.
Royal Marines Commando Course
The Royal Marines Commando Course is an elite, intensive military training program that forges recruits into fully qualified Royal Marines Commandos through rigorous physical, mental, and tactical challenges.
-
E.
Jumpmaster Course
Jumpmaster Course is an advanced U.S. Army airborne qualification program that trains experienced paratroopers to plan, inspect, and safely execute airborne operations.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Special Forces Qualification Course Target entity description: The Special Forces Qualification Course is the rigorous, multi-phase training program that prepares and certifies soldiers to become members of the U.S. Army Special Forces, commonly known as the Green Berets.
-
A.
Special Forces Training School
The Special Forces Training School is a Sri Lanka Army institution dedicated to training and preparing elite special operations soldiers for high-risk, specialized military missions.
-
B.
U.S. Army Ranger School
U.S. Army Ranger School is an elite, intensive combat leadership course of the U.S. Army that trains soldiers in small-unit tactics, endurance, and survival under extreme conditions.
-
C.
Survival, Evasion, Resistance and Escape (SERE) school
Survival, Evasion, Resistance and Escape (SERE) school is a U.S. military training program that prepares personnel to survive in hostile environments, avoid capture, resist interrogation, and escape if taken prisoner.
-
D.
Royal Marines Commando Course
The Royal Marines Commando Course is an elite, intensive military training program that forges recruits into fully qualified Royal Marines Commandos through rigorous physical, mental, and tactical challenges.
-
E.
Jumpmaster Course
Jumpmaster Course is an advanced U.S. Army airborne qualification program that trains experienced paratroopers to plan, inspect, and safely execute airborne operations.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: qualificationCourse Context triple: [United States Special Forces, qualificationCourse, Special Forces Qualification Course]
-
A.
qualificationLeadsTo
Indicates that obtaining a particular qualification results in or enables a subsequent outcome, status, or opportunity.
-
B.
courseCertification
Indicates that an entity has been formally certified as having successfully completed a particular course.
-
C.
isCourse
Indicates that an entity functions as or qualifies as a course within a given context or system.
-
D.
courseType
Indicates the classification or category of a course based on its nature, level, or instructional format.
-
E.
certificationProgramOf
chosen
Indicates that one entity is a certification program that is offered, managed, or owned by another entity.
- F. None of above.
Provenance (3 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_69d8dd0796a48190b34ce4cd9d3f3be5 |
completed | April 10, 2026, 11:20 a.m. |
| NER | Named-entity recognition | batch_69e5e3cc5ba08190a1073f2836caf5d3 |
completed | April 20, 2026, 8:29 a.m. |
| PD | Predicate disambiguation | batch_69e4b9b085288190b974d649e12e0844 |
completed | April 19, 2026, 11:17 a.m. |
Created at: April 10, 2026, 12:05 p.m.