Triple
T4659378
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Iowa Ordnance Plant |
E102488
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object |
U.S. Army ammunition industrial base
The U.S. Army ammunition industrial base is the nationwide network of government-owned and contractor-operated facilities that produce, store, and maintain the Army’s munitions and related components.
|
E458023
|
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 ammunition industrial base | Statement: [Iowa Ordnance Plant, partOf, U.S. Army ammunition industrial base]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: U.S. Army ammunition industrial base Context triple: [Iowa Ordnance Plant, partOf, U.S. Army ammunition industrial base]
-
A.
Picatinny Arsenal
Picatinny Arsenal is a U.S. Army research, development, and manufacturing facility in New Jersey specializing in advanced weaponry and munitions systems.
-
B.
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.
-
C.
U.S. Army Detroit Arsenal
The U.S. Army Detroit Arsenal is a major military installation and research and development center focused on ground vehicle systems and related defense technologies.
-
D.
Corpus Christi Army Depot
Corpus Christi Army Depot is a major U.S. Army aviation maintenance and overhaul facility located in Corpus Christi, Texas.
-
E.
Hawthorne Army Depot
Hawthorne Army Depot is a major U.S. Army munitions storage and demilitarization facility located near the town of Hawthorne in Mineral County, Nevada.
- 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 ammunition industrial base Triple: [Iowa Ordnance Plant, partOf, U.S. Army ammunition industrial base]
Generated description
The U.S. Army ammunition industrial base is the nationwide network of government-owned and contractor-operated facilities that produce, store, and maintain the Army’s munitions and related components.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: U.S. Army ammunition industrial base Target entity description: The U.S. Army ammunition industrial base is the nationwide network of government-owned and contractor-operated facilities that produce, store, and maintain the Army’s munitions and related components.
-
A.
Picatinny Arsenal
Picatinny Arsenal is a U.S. Army research, development, and manufacturing facility in New Jersey specializing in advanced weaponry and munitions systems.
-
B.
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.
-
C.
U.S. Army Detroit Arsenal
The U.S. Army Detroit Arsenal is a major military installation and research and development center focused on ground vehicle systems and related defense technologies.
-
D.
Corpus Christi Army Depot
Corpus Christi Army Depot is a major U.S. Army aviation maintenance and overhaul facility located in Corpus Christi, Texas.
-
E.
Hawthorne Army Depot
Hawthorne Army Depot is a major U.S. Army munitions storage and demilitarization facility located near the town of Hawthorne in Mineral County, Nevada.
- 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_69bd43d823288190952279faa0d1d066 |
completed | March 20, 2026, 12:55 p.m. |
| NER | Named-entity recognition | batch_69bd6328387c81909a500e694a739e6e |
completed | March 20, 2026, 3:09 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bdfaf9564c819094b9340570a7616b |
completed | March 21, 2026, 1:57 a.m. |
| NEDg | Description generation | batch_69bdfca9a520819097d90f4f94b46e87 |
completed | March 21, 2026, 2:04 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69bdfd28b67c819094e71f35c7fbb4b5 |
completed | March 21, 2026, 2:06 a.m. |
Created at: March 20, 2026, 1:15 p.m.