Triple
T19113584
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | United States Army Chemical, Biological, Radiological and Nuclear School |
E467849
|
entity |
| Predicate | abbreviation |
P43
|
FINISHED |
| Object | CBRN School |
—
|
NE NERFINISHED |
How this triple was built (2 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: CBRN School | Statement: [United States Army Chemical, Biological, Radiological and Nuclear School, abbreviation, CBRN School]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: CBRN School Context triple: [United States Army Chemical, Biological, Radiological and Nuclear School, abbreviation, CBRN School]
-
A.
United States Army Chemical, Biological, Radiological and Nuclear School
chosen
The United States Army Chemical, Biological, Radiological and Nuclear School is the Army’s primary training and doctrine institution for preparing soldiers to operate in and defend against chemical, biological, radiological, and nuclear threats.
-
B.
Nuclear, Biological and Chemical Defence School
The Nuclear, Biological and Chemical Defence School is a specialized Indian Navy training institution that prepares personnel to operate safely and effectively in environments contaminated by nuclear, biological, or chemical agents.
-
C.
Survival, Evasion, Resistance and Escape (SERE) school
Survival, Evasion, Resistance and Escape (SERE) school is a U.S. military training program that prepares personnel to survive in hostile environments, avoid capture, resist interrogation, and escape if taken prisoner.
-
D.
Central Nuclear Biological Chemical Weapon Defense Unit
The Central Nuclear Biological Chemical Weapon Defense Unit is a specialized Japanese military unit responsible for responding to and mitigating nuclear, biological, and chemical weapon threats.
-
E.
DEA Training Academy
The DEA Training Academy is the primary facility where the U.S. Drug Enforcement Administration trains its special agents and other personnel in law enforcement, investigative techniques, and drug control operations.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69d8dd06a26481908039e2a1bae8c597 |
completed | April 10, 2026, 11:20 a.m. |
| NER | Named-entity recognition | batch_69e5e39617408190b5134918f54f9c52 |
completed | April 20, 2026, 8:28 a.m. |
Created at: April 10, 2026, 12:05 p.m.