Triple
T6501102
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Army ROTC |
E148889
|
entity |
| Predicate | component |
P35
|
FINISHED |
| Object |
Leadership Development and Assessment Course
The Leadership Development and Assessment Course is a key U.S. Army ROTC summer training program that evaluates and develops cadets’ leadership, military skills, and readiness for commissioning as officers.
|
E599313
|
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: Leadership Development and Assessment Course | Statement: [Army ROTC, component, Leadership Development and Assessment Course]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Leadership Development and Assessment Course Context triple: [Army ROTC, component, Leadership Development and Assessment Course]
-
A.
Leadership and Management School
Leadership and Management School is a division of the U.S. Department of State’s Foreign Service Institute that provides training in leadership, supervision, and management for foreign affairs professionals.
-
B.
Management Development Programmes
Management Development Programmes are executive education courses designed to enhance the managerial and leadership capabilities of working professionals through intensive, practice-oriented training.
-
C.
Chief Master Sergeant Leadership Course
The Chief Master Sergeant Leadership Course is a capstone professional military education program designed to prepare senior enlisted leaders for high-level leadership and strategic responsibilities in the U.S. Air Force.
-
D.
Master Leader Course
The Master Leader Course is an advanced U.S. Army professional military education program designed to prepare senior noncommissioned officers for higher-level leadership and staff responsibilities.
-
E.
Professional Development Programs
Professional Development Programs is a Harvard Division of Continuing Education unit offering short, intensive courses designed to enhance the skills and careers of working professionals.
- 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: Leadership Development and Assessment Course Triple: [Army ROTC, component, Leadership Development and Assessment Course]
Generated description
The Leadership Development and Assessment Course is a key U.S. Army ROTC summer training program that evaluates and develops cadets’ leadership, military skills, and readiness for commissioning as officers.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Leadership Development and Assessment Course Target entity description: The Leadership Development and Assessment Course is a key U.S. Army ROTC summer training program that evaluates and develops cadets’ leadership, military skills, and readiness for commissioning as officers.
-
A.
Leadership and Management School
Leadership and Management School is a division of the U.S. Department of State’s Foreign Service Institute that provides training in leadership, supervision, and management for foreign affairs professionals.
-
B.
Management Development Programmes
Management Development Programmes are executive education courses designed to enhance the managerial and leadership capabilities of working professionals through intensive, practice-oriented training.
-
C.
Chief Master Sergeant Leadership Course
The Chief Master Sergeant Leadership Course is a capstone professional military education program designed to prepare senior enlisted leaders for high-level leadership and strategic responsibilities in the U.S. Air Force.
-
D.
Master Leader Course
The Master Leader Course is an advanced U.S. Army professional military education program designed to prepare senior noncommissioned officers for higher-level leadership and staff responsibilities.
-
E.
Professional Development Programs
Professional Development Programs is a Harvard Division of Continuing Education unit offering short, intensive courses designed to enhance the skills and careers of working professionals.
- 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_69c687e9ad288190bae5bcac9c8ac855 |
completed | March 27, 2026, 1:36 p.m. |
| NER | Named-entity recognition | batch_69c68ad2e148819088be5c48ad73dc59 |
completed | March 27, 2026, 1:49 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c6cb2e83cc81908f07a402e8562f1a |
completed | March 27, 2026, 6:23 p.m. |
| NEDg | Description generation | batch_69c6cc960e088190bd9643aa1c46128d |
completed | March 27, 2026, 6:29 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c6cd4d50948190ac60ec518f00e5d8 |
completed | March 27, 2026, 6:32 p.m. |
Created at: March 27, 2026, 1:42 p.m.