Triple
T4842848
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | TC 3-21.76 |
E108217
|
entity |
| Predicate | title |
P38
|
FINISHED |
| Object | Ranger Handbook |
E19810
|
NE FINISHED |
How this triple was built (2 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: Ranger Handbook | Statement: [TC 3-21.76, title, Ranger Handbook]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ranger Handbook Context triple: [TC 3-21.76, title, Ranger Handbook]
-
A.
Ranger Handbook
chosen
The Ranger Handbook is a U.S. Army field manual that provides comprehensive doctrine, tactics, techniques, and procedures for Army Rangers and small-unit infantry operations.
-
B.
Rogers' Rules of Ranging
Rogers' Rules of Ranging is an 18th-century set of light-infantry tactics and guidelines, authored by Major Robert Rogers, that became a foundational doctrine for ranger and special operations forces.
-
C.
Semper Paratus
Semper Paratus is the Latin motto of the United States Coast Guard, meaning "Always Ready" and symbolizing the service’s constant preparedness and vigilance.
-
D.
Commandement des opérations spéciales
The Commandement des opérations spéciales is the French Armed Forces’ unified special operations command, overseeing and coordinating elite units such as army special forces for high-risk and strategic missions.
-
E.
Ranger Assessment and Selection Program
The Ranger Assessment and Selection Program (RASP) is an intensive U.S. Army course that rigorously evaluates and prepares soldiers for service in the elite 75th Ranger Regiment.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
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_69bd4409b264819085ab855f3eb5381a |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd6cff1b008190b537feea0e0cc88f |
completed | March 20, 2026, 3:51 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be67d70dd0819094b6b2906a9d03b5 |
completed | March 21, 2026, 9:41 a.m. |
Created at: March 20, 2026, 1:25 p.m.