Triple
T2701803
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Improved Outer Tactical Vest |
E59246
|
entity |
| Predicate | introducedBy |
P513
|
FINISHED |
| Object |
U.S. Army Program Executive Office Soldier
The U.S. Army Program Executive Office Soldier is an acquisition organization responsible for developing, procuring, and fielding equipment and protective gear that enhance the effectiveness and survivability of American soldiers.
|
E290804
|
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: U.S. Army Program Executive Office Soldier | Statement: [Improved Outer Tactical Vest, introducedBy, U.S. Army Program Executive Office Soldier]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: U.S. Army Program Executive Office Soldier Context triple: [Improved Outer Tactical Vest, introducedBy, U.S. Army Program Executive Office Soldier]
-
A.
U.S. Army Combat Developments Command
The U.S. Army Combat Developments Command was a major Army organization responsible for designing, testing, and refining doctrine, equipment, and organizational structures to shape the Army’s future combat capabilities.
-
B.
U.S. Army Natick Soldier Research Development and Engineering Center
The U.S. Army Natick Soldier Research Development and Engineering Center is a U.S. military research facility focused on developing advanced equipment, clothing, and technologies to enhance soldier protection, performance, and survivability.
-
C.
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.
-
D.
U.S. Army Research, Development and Engineering Command
The U.S. Army Research, Development and Engineering Command was a major Army organization responsible for developing and integrating advanced technologies and systems to enhance the capabilities and effectiveness of U.S. soldiers.
-
E.
U.S. Army Futures Command
U.S. Army Futures Command is a major Army command responsible for modernizing the force by developing and integrating future concepts, technologies, and capabilities.
- 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: U.S. Army Program Executive Office Soldier Triple: [Improved Outer Tactical Vest, introducedBy, U.S. Army Program Executive Office Soldier]
Generated description
The U.S. Army Program Executive Office Soldier is an acquisition organization responsible for developing, procuring, and fielding equipment and protective gear that enhance the effectiveness and survivability of American soldiers.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: U.S. Army Program Executive Office Soldier Target entity description: The U.S. Army Program Executive Office Soldier is an acquisition organization responsible for developing, procuring, and fielding equipment and protective gear that enhance the effectiveness and survivability of American soldiers.
-
A.
U.S. Army Combat Developments Command
The U.S. Army Combat Developments Command was a major Army organization responsible for designing, testing, and refining doctrine, equipment, and organizational structures to shape the Army’s future combat capabilities.
-
B.
U.S. Army Natick Soldier Research Development and Engineering Center
The U.S. Army Natick Soldier Research Development and Engineering Center is a U.S. military research facility focused on developing advanced equipment, clothing, and technologies to enhance soldier protection, performance, and survivability.
-
C.
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.
-
D.
U.S. Army Research, Development and Engineering Command
The U.S. Army Research, Development and Engineering Command was a major Army organization responsible for developing and integrating advanced technologies and systems to enhance the capabilities and effectiveness of U.S. soldiers.
-
E.
U.S. Army Futures Command
U.S. Army Futures Command is a major Army command responsible for modernizing the force by developing and integrating future concepts, technologies, and capabilities.
- 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_69ab4ac66bc88190b9e4afa5fc843f72 |
completed | March 6, 2026, 9:44 p.m. |
| NER | Named-entity recognition | batch_69abda4e679c8190a2926284568d9020 |
completed | March 7, 2026, 7:57 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69afaf76caec8190930ead7931f7ea91 |
completed | March 10, 2026, 5:43 a.m. |
| NEDg | Description generation | batch_69afb01c248c81909af7358da96aa588 |
completed | March 10, 2026, 5:46 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69afb0ae71888190ab0675b7897f1589 |
completed | March 10, 2026, 5:48 a.m. |
Created at: March 6, 2026, 9:55 p.m.