Triple
T11729442
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Pine Bluff Arsenal |
E278860
|
entity |
| Predicate | associatedWith |
P37
|
FINISHED |
| Object |
U.S. Army Chemical Corps
The U.S. Army Chemical Corps is the branch of the United States Army responsible for defending against and managing chemical, biological, radiological, and nuclear (CBRN) threats.
|
E949534
|
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 Chemical Corps | Statement: [Pine Bluff Arsenal, associatedWith, U.S. Army Chemical Corps]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: U.S. Army Chemical Corps Context triple: [Pine Bluff Arsenal, associatedWith, U.S. Army Chemical Corps]
-
A.
U.S. Army Chemical Materials Activity
The U.S. Army Chemical Materials Activity is a U.S. Army organization responsible for the safe storage, monitoring, and destruction of the nation’s chemical weapons stockpiles and related materials.
-
B.
Western Army Chemical Protection Unit
The Western Army Chemical Protection Unit is a specialized military formation responsible for defense against chemical, biological, radiological, and nuclear (CBRN) threats within the Western Army’s area of operations.
-
C.
United States Army Joint Munitions Command
The United States Army Joint Munitions Command is a major Army organization responsible for managing the production, storage, distribution, and demilitarization of conventional munitions across the U.S. military.
-
D.
Chemical and Biological Defense Division
The Chemical and Biological Defense Division is a component of the U.S. Department of Homeland Security focused on research, development, and deployment of technologies to detect, prevent, and respond to chemical and biological threats.
-
E.
U.S. Army Materiel Command
The U.S. Army Materiel Command is a major Army command responsible for the development, procurement, distribution, and sustainment of equipment, supplies, and logistics support for U.S. Army forces worldwide.
- 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 Chemical Corps Triple: [Pine Bluff Arsenal, associatedWith, U.S. Army Chemical Corps]
Generated description
The U.S. Army Chemical Corps is the branch of the United States Army responsible for defending against and managing chemical, biological, radiological, and nuclear (CBRN) threats.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: U.S. Army Chemical Corps Target entity description: The U.S. Army Chemical Corps is the branch of the United States Army responsible for defending against and managing chemical, biological, radiological, and nuclear (CBRN) threats.
-
A.
U.S. Army Chemical Materials Activity
The U.S. Army Chemical Materials Activity is a U.S. Army organization responsible for the safe storage, monitoring, and destruction of the nation’s chemical weapons stockpiles and related materials.
-
B.
Western Army Chemical Protection Unit
The Western Army Chemical Protection Unit is a specialized military formation responsible for defense against chemical, biological, radiological, and nuclear (CBRN) threats within the Western Army’s area of operations.
-
C.
United States Army Joint Munitions Command
The United States Army Joint Munitions Command is a major Army organization responsible for managing the production, storage, distribution, and demilitarization of conventional munitions across the U.S. military.
-
D.
Chemical and Biological Defense Division
The Chemical and Biological Defense Division is a component of the U.S. Department of Homeland Security focused on research, development, and deployment of technologies to detect, prevent, and respond to chemical and biological threats.
-
E.
U.S. Army Materiel Command
The U.S. Army Materiel Command is a major Army command responsible for the development, procurement, distribution, and sustainment of equipment, supplies, and logistics support for U.S. Army forces worldwide.
- 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_69d6aaffec6881908bead509e8621742 |
completed | April 8, 2026, 7:22 p.m. |
| NER | Named-entity recognition | batch_69d8a4d80ef881908cab956787ab07fd |
completed | April 10, 2026, 7:20 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f16679c0ec81909fe80d75dd582db1 |
completed | April 29, 2026, 2:01 a.m. |
| NEDg | Description generation | batch_69f16e31ebfc81908255e24b96bf9a99 |
completed | April 29, 2026, 2:34 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f1a09eae7481908200709ae9721d53 |
completed | April 29, 2026, 6:09 a.m. |
Created at: April 8, 2026, 9:41 p.m.