Triple
T326588
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Air Defense Artillery Branch |
E6532
|
entity |
| Predicate | parentBranch |
P11444
|
FINISHED |
| Object |
United States Army Combat Arms
The United States Army Combat Arms comprises the primary fighting branches responsible for directly engaging and destroying enemy forces on the battlefield.
|
E2704
|
NE FINISHED |
How this triple was built (5 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: United States Army Combat Arms | Statement: [Air Defense Artillery Branch, parentBranch, United States Army Combat Arms]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: United States Army Combat Arms Context triple: [Air Defense Artillery Branch, parentBranch, United States Army Combat Arms]
-
A.
U.S. Army Training and Doctrine Command
The U.S. Army Training and Doctrine Command is a major Army command responsible for developing doctrine, training, and organizational concepts that shape how the Army prepares for and conducts operations.
-
B.
Infantry Branch
The Infantry Branch is the United States Army’s primary ground combat arm, responsible for engaging the enemy directly through close-quarters and maneuver warfare.
-
C.
U.S. Army Sustainment Center of Excellence
The U.S. Army Sustainment Center of Excellence is a major Army organization responsible for developing doctrine, training, and capabilities for logistics, sustainment, and materiel readiness across the force.
-
D.
U.S. Army Special Operations Command
The U.S. Army Special Operations Command is the Army’s primary headquarters for organizing, training, and deploying elite special operations forces for missions worldwide.
-
E.
United States Army Rangers
The United States Army Rangers are an elite light infantry special operations force of the U.S. Army known for rapid deployment, direct action raids, and specialized combat 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: United States Army Combat Arms Triple: [Air Defense Artillery Branch, parentBranch, United States Army Combat Arms]
Generated description
The United States Army Combat Arms comprises the primary fighting branches responsible for directly engaging and destroying enemy forces on the battlefield.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: United States Army Combat Arms Target entity description: The United States Army Combat Arms comprises the primary fighting branches responsible for directly engaging and destroying enemy forces on the battlefield.
-
A.
U.S. Army Training and Doctrine Command
The U.S. Army Training and Doctrine Command is a major Army command responsible for developing doctrine, training, and organizational concepts that shape how the Army prepares for and conducts operations.
-
B.
Infantry Branch
chosen
The Infantry Branch is the United States Army’s primary ground combat arm, responsible for engaging the enemy directly through close-quarters and maneuver warfare.
-
C.
U.S. Army Sustainment Center of Excellence
The U.S. Army Sustainment Center of Excellence is a major Army organization responsible for developing doctrine, training, and capabilities for logistics, sustainment, and materiel readiness across the force.
-
D.
U.S. Army Special Operations Command
The U.S. Army Special Operations Command is the Army’s primary headquarters for organizing, training, and deploying elite special operations forces for missions worldwide.
-
E.
United States Army Rangers
The United States Army Rangers are an elite light infantry special operations force of the U.S. Army known for rapid deployment, direct action raids, and specialized combat missions.
- F. None of above.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: parentBranch Context triple: [Air Defense Artillery Branch, parentBranch, United States Army Combat Arms]
-
A.
openedAsBranchOf
Indicates that one entity was established and began operating as a branch or subsidiary location of another entity.
-
B.
branchPosition
Indicates the relative location or placement of something along a branch.
-
C.
involvedBranch
Indicates that a particular branch (such as a location, division, or sub-unit) participates in, is associated with, or plays a role in the referenced event, process, or relationship.
-
D.
branchType
Indicates the specific kind or category of branch that an entity belongs to or is associated with.
-
E.
isUniqueBranchOf
Indicates that one branch is the sole or distinct sub-branch associated with a particular parent entity or structure.
- F. None of above. chosen
Provenance (7 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_69a2e7933d6c8190bb2592ad13286ef2 |
completed | Feb. 28, 2026, 1:03 p.m. |
| NER | Named-entity recognition | batch_69a2ea974d8481908c7d84f72a7728b6 |
completed | Feb. 28, 2026, 1:16 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a3cfedb8a4819085970bddbd8ff9c1 |
completed | March 1, 2026, 5:34 a.m. |
| NEDg | Description generation | batch_69a3d0575f588190990388e957d78847 |
completed | March 1, 2026, 5:36 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a3d0e13d3c8190b5618ddb66492f41 |
completed | March 1, 2026, 5:38 a.m. |
| PD | Predicate disambiguation | batch_69a2e94aab1c8190b8654708c87eeb91 |
completed | Feb. 28, 2026, 1:10 p.m. |
| PDg | Predicate description generation | batch_69a2ea09a5e881908b313cb37409a4f9 |
completed | Feb. 28, 2026, 1:13 p.m. |
Created at: Feb. 28, 2026, 1:08 p.m.