Triple
T1070403
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Pennsylvania Military College |
E23312
|
entity |
| Predicate | primaryServiceBranchOrientation |
P15908
|
FINISHED |
| Object | U.S. Army |
E349
|
NE FINISHED |
How this triple was built (3 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: U.S. Army | Statement: [Pennsylvania Military College, primaryServiceBranchOrientation, U.S. Army]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: U.S. Army Context triple: [Pennsylvania Military College, primaryServiceBranchOrientation, U.S. Army]
-
A.
United States Army
chosen
The United States Army is the primary land warfare service branch of the U.S. Armed Forces, responsible for ground-based military operations and national defense.
-
B.
United States Department of the Army
The United States Department of the Army is the federal executive department-level organization responsible for overseeing, administering, and supporting the United States Army as a branch of the U.S. Armed Forces.
-
C.
United States Infantry
The United States Infantry is the primary land combat branch of the U.S. Army, responsible for engaging enemy forces directly on the battlefield through close-quarters and ground-based operations.
-
D.
Army Corps
Army Corps is a major operational-level military formation typically composed of multiple divisions and supporting units, responsible for coordinating large-scale ground combat operations.
-
E.
United States Marine Corps
The United States Marine Corps is an elite branch of the U.S. Armed Forces specializing in rapid-response amphibious and expeditionary warfare on land, sea, and air.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: primaryServiceBranchOrientation Context triple: [Pennsylvania Military College, primaryServiceBranchOrientation, U.S. Army]
-
A.
primaryDirection
Indicates the main or dominant directional orientation associated with an entity or relation.
-
B.
branchOfServiceFocus
chosen
Indicates that one entity is the primary military or organizational branch of service emphasized, specialized in, or targeted by another entity or activity.
-
C.
primaryService
Indicates that one entity serves as the main or principal service provided or used in relation to another entity.
-
D.
primaryServicePattern
Indicates the main or most typical way in which a service is delivered, structured, or utilized within a given context.
-
E.
primaryAlignment
Indicates the main or most significant way in which one entity is aligned, associated, or in agreement with another entity, standard, or category.
- F. None of above.
Provenance (4 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_69a493ee1f908190992b5f0d1b04459b |
completed | March 1, 2026, 7:30 p.m. |
| NER | Named-entity recognition | batch_69a4b92848148190ba8795cb8d0a1d0a |
completed | March 1, 2026, 10:09 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ac9971114c81909769b3ad78b95189 |
completed | March 7, 2026, 9:32 p.m. |
| PD | Predicate disambiguation | batch_69a4b73844708190a16c9e9824ca2fb6 |
completed | March 1, 2026, 10:01 p.m. |
Created at: March 1, 2026, 7:42 p.m.