Triple
T5118240
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Airborne and Ranger Training Brigade |
E115390
|
entity |
| Predicate | subordinateUnit |
P258
|
FINISHED |
| Object |
5th Ranger Training Battalion
The 5th Ranger Training Battalion is a U.S. Army unit responsible for conducting a major phase of the elite Ranger School, focusing on advanced small-unit tactics and leadership under arduous field conditions.
|
E500830
|
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: 5th Ranger Training Battalion | Statement: [Airborne and Ranger Training Brigade, subordinateUnit, 5th Ranger Training Battalion]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: 5th Ranger Training Battalion Context triple: [Airborne and Ranger Training Brigade, subordinateUnit, 5th Ranger Training Battalion]
-
A.
4th Ranger Training Battalion
The 4th Ranger Training Battalion is a U.S. Army unit responsible for conducting a phase of the elite Ranger School, training soldiers in advanced infantry and small-unit tactics.
-
B.
75th Ranger Regiment
The 75th Ranger Regiment is the U.S. Army’s elite airborne light infantry special operations unit, renowned for conducting direct action raids, special reconnaissance, and other high-risk missions worldwide.
-
C.
3rd Ranger Battalion
The 3rd Ranger Battalion is an elite U.S. Army light infantry unit within the 75th Ranger Regiment, specializing in airborne, direct action, and special operations missions.
-
D.
1st Ranger Battalion
The 1st Ranger Battalion is an elite U.S. Army light infantry special operations unit renowned for its rapid-deployment capabilities and participation in high-risk missions worldwide.
-
E.
2nd Ranger Battalion
The 2nd Ranger Battalion is an elite U.S. Army light infantry unit specializing in airborne and direct-action special operations missions.
- 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: 5th Ranger Training Battalion Triple: [Airborne and Ranger Training Brigade, subordinateUnit, 5th Ranger Training Battalion]
Generated description
The 5th Ranger Training Battalion is a U.S. Army unit responsible for conducting a major phase of the elite Ranger School, focusing on advanced small-unit tactics and leadership under arduous field conditions.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: 5th Ranger Training Battalion Target entity description: The 5th Ranger Training Battalion is a U.S. Army unit responsible for conducting a major phase of the elite Ranger School, focusing on advanced small-unit tactics and leadership under arduous field conditions.
-
A.
4th Ranger Training Battalion
The 4th Ranger Training Battalion is a U.S. Army unit responsible for conducting a phase of the elite Ranger School, training soldiers in advanced infantry and small-unit tactics.
-
B.
75th Ranger Regiment
The 75th Ranger Regiment is the U.S. Army’s elite airborne light infantry special operations unit, renowned for conducting direct action raids, special reconnaissance, and other high-risk missions worldwide.
-
C.
3rd Ranger Battalion
The 3rd Ranger Battalion is an elite U.S. Army light infantry unit within the 75th Ranger Regiment, specializing in airborne, direct action, and special operations missions.
-
D.
1st Ranger Battalion
The 1st Ranger Battalion is an elite U.S. Army light infantry special operations unit renowned for its rapid-deployment capabilities and participation in high-risk missions worldwide.
-
E.
2nd Ranger Battalion
The 2nd Ranger Battalion is an elite U.S. Army light infantry unit specializing in airborne and direct-action special operations missions.
- 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_69bd4442ade0819087b9461f892b206b |
completed | March 20, 2026, 12:57 p.m. |
| NER | Named-entity recognition | batch_69bd77ce1ea48190b283cae7bb9b72eb |
completed | March 20, 2026, 4:37 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bee06aa79481909cdd3bb5e30bc568 |
completed | March 21, 2026, 6:16 p.m. |
| NEDg | Description generation | batch_69bee61df9b4819092e4801195da2462 |
completed | March 21, 2026, 6:40 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bee67364588190b5d8f31af7adf1f4 |
completed | March 21, 2026, 6:41 p.m. |
Created at: March 20, 2026, 1:41 p.m.