Triple
T1103898
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Redstone Arsenal |
E25443
|
entity |
| Predicate | hasCategory |
P87
|
FINISHED |
| Object |
United States Army arsenals
United States Army arsenals are military installations that develop, produce, store, and maintain weapons, ammunition, and related materiel in support of U.S. Army operations.
|
E125398
|
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: United States Army arsenals | Statement: [Redstone Arsenal, hasCategory, United States Army arsenals]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: United States Army arsenals Context triple: [Redstone Arsenal, hasCategory, United States Army arsenals]
-
A.
United States Ordnance Department
The United States Ordnance Department was a branch of the U.S. Army responsible for the procurement, supply, and maintenance of weapons, ammunition, and military equipment.
-
B.
United States federal armory (historical)
The United States federal armory at Harpers Ferry was a major early American weapons manufacturing and storage facility, historically significant as the target of John Brown’s 1859 raid and a key site in the lead-up to the Civil War.
-
C.
Watertown Arsenal
Watertown Arsenal is a historic former U.S. Army ordnance and research facility in Watertown, Massachusetts, that played a key role in American military manufacturing and technology development.
-
D.
Weldon Spring Ordnance Works
Weldon Spring Ordnance Works was a major World War II-era munitions and later uranium-processing facility in Missouri that became part of the Manhattan Project and is now known for its extensive environmental cleanup.
-
E.
Pueblo Chemical Depot
Pueblo Chemical Depot is a U.S. Army installation in Colorado historically used for the storage and destruction of chemical weapons.
- 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 arsenals Triple: [Redstone Arsenal, hasCategory, United States Army arsenals]
Generated description
United States Army arsenals are military installations that develop, produce, store, and maintain weapons, ammunition, and related materiel in support of U.S. Army operations.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: United States Army arsenals Target entity description: United States Army arsenals are military installations that develop, produce, store, and maintain weapons, ammunition, and related materiel in support of U.S. Army operations.
-
A.
United States Ordnance Department
The United States Ordnance Department was a branch of the U.S. Army responsible for the procurement, supply, and maintenance of weapons, ammunition, and military equipment.
-
B.
United States federal armory (historical)
The United States federal armory at Harpers Ferry was a major early American weapons manufacturing and storage facility, historically significant as the target of John Brown’s 1859 raid and a key site in the lead-up to the Civil War.
-
C.
Watertown Arsenal
Watertown Arsenal is a historic former U.S. Army ordnance and research facility in Watertown, Massachusetts, that played a key role in American military manufacturing and technology development.
-
D.
Weldon Spring Ordnance Works
Weldon Spring Ordnance Works was a major World War II-era munitions and later uranium-processing facility in Missouri that became part of the Manhattan Project and is now known for its extensive environmental cleanup.
-
E.
Pueblo Chemical Depot
Pueblo Chemical Depot is a U.S. Army installation in Colorado historically used for the storage and destruction of chemical weapons.
- 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_69a49428d4448190b3b36991ceae87ce |
completed | March 1, 2026, 7:31 p.m. |
| NER | Named-entity recognition | batch_69a4b9e1047481909af1cf8df2a01fff |
completed | March 1, 2026, 10:12 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ac4c4a402081908ee138257425a336 |
completed | March 7, 2026, 4:03 p.m. |
| NEDg | Description generation | batch_69ac4ccf989c8190aed2ff01ad6fbcab |
completed | March 7, 2026, 4:05 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ac4d4cbed88190ac743160198493b2 |
completed | March 7, 2026, 4:07 p.m. |
Created at: March 1, 2026, 7:43 p.m.