Triple
T3104541
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | post exchange |
E64799
|
entity |
| Predicate | operatedBy |
P86
|
FINISHED |
| Object |
Army & Air Force Exchange Service
The Army & Air Force Exchange Service is a U.S. Department of Defense retail organization that provides goods and services to soldiers, airmen, and their families on military installations worldwide.
|
E327901
|
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: Army & Air Force Exchange Service | Statement: [post exchange, operatedBy, Army & Air Force Exchange Service]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Army & Air Force Exchange Service Context triple: [post exchange, operatedBy, Army & Air Force Exchange Service]
-
A.
Defense Commissary Agency
The Defense Commissary Agency is a U.S. Department of Defense organization that operates grocery stores on military installations worldwide, providing discounted food and household goods to service members, retirees, and their families.
-
B.
Navy Exchange Service Command
The Navy Exchange Service Command is the U.S. Navy’s retail and services organization that operates stores and related facilities worldwide to support sailors, their families, and other authorized patrons.
-
C.
American Arms Supermarket
"American Arms Supermarket" is a book by Michael Klare that analyzes the global arms trade and its political, economic, and security implications.
-
D.
Uniformed Services Bureau
The Uniformed Services Bureau is a primary operational division of the United States Capitol Police responsible for providing visible, front-line law enforcement and security services around the U.S. Capitol complex.
-
E.
Price Club
Price Club was a pioneering American membership-based warehouse retail chain that helped establish the modern wholesale club model later continued by Costco.
- 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: Army & Air Force Exchange Service Triple: [post exchange, operatedBy, Army & Air Force Exchange Service]
Generated description
The Army & Air Force Exchange Service is a U.S. Department of Defense retail organization that provides goods and services to soldiers, airmen, and their families on military installations worldwide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Army & Air Force Exchange Service Target entity description: The Army & Air Force Exchange Service is a U.S. Department of Defense retail organization that provides goods and services to soldiers, airmen, and their families on military installations worldwide.
-
A.
Defense Commissary Agency
The Defense Commissary Agency is a U.S. Department of Defense organization that operates grocery stores on military installations worldwide, providing discounted food and household goods to service members, retirees, and their families.
-
B.
Navy Exchange Service Command
The Navy Exchange Service Command is the U.S. Navy’s retail and services organization that operates stores and related facilities worldwide to support sailors, their families, and other authorized patrons.
-
C.
American Arms Supermarket
"American Arms Supermarket" is a book by Michael Klare that analyzes the global arms trade and its political, economic, and security implications.
-
D.
Uniformed Services Bureau
The Uniformed Services Bureau is a primary operational division of the United States Capitol Police responsible for providing visible, front-line law enforcement and security services around the U.S. Capitol complex.
-
E.
Price Club
Price Club was a pioneering American membership-based warehouse retail chain that helped establish the modern wholesale club model later continued by Costco.
- 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_69ad857eeaf48190b34ebfdaa7a264cf |
completed | March 8, 2026, 2:19 p.m. |
| NER | Named-entity recognition | batch_69ada29a90e88190afb8a10291ef1946 |
completed | March 8, 2026, 4:23 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b20388b7788190b78b9dd2671214ad |
completed | March 12, 2026, 12:06 a.m. |
| NEDg | Description generation | batch_69b204d73a34819099411deeac073b4a |
completed | March 12, 2026, 12:12 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b208879a408190aaa368c73d096bb3 |
completed | March 12, 2026, 12:27 a.m. |
Created at: March 8, 2026, 3:03 p.m.