Triple
T1707404
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | NATO military doctrine |
E36901
|
entity |
| Predicate | isDocumentedIn |
P519
|
FINISHED |
| Object |
AJP-3.15 Allied Joint Doctrine for Countering Improvised Explosive Devices
AJP-3.15 Allied Joint Doctrine for Countering Improvised Explosive Devices is a NATO publication that provides standardized principles, tactics, and procedures for preventing, detecting, and mitigating the threat posed by improvised explosive devices in allied operations.
|
E192364
|
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: AJP-3.15 Allied Joint Doctrine for Countering Improvised Explosive Devices | Statement: [NATO military doctrine, isDocumentedIn, AJP-3.15 Allied Joint Doctrine for Countering Improvised Explosive Devices]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: AJP-3.15 Allied Joint Doctrine for Countering Improvised Explosive Devices Context triple: [NATO military doctrine, isDocumentedIn, AJP-3.15 Allied Joint Doctrine for Countering Improvised Explosive Devices]
-
A.
Joint Intelligence Task Force – Combating Terrorism
The Joint Intelligence Task Force – Combating Terrorism is a U.S. military intelligence organization that coordinates and analyzes global terrorism-related information to support national security and counterterrorism operations.
-
B.
U.S. Army/Marine Corps Counterinsurgency Field Manual (FM 3-24)
The U.S. Army/Marine Corps Counterinsurgency Field Manual (FM 3-24) is a doctrinal guide that reshaped modern U.S. military strategy by outlining principles and practices for conducting counterinsurgency operations.
-
C.
NATO Joint Ballistics Memorandum of Understanding
The NATO Joint Ballistics Memorandum of Understanding is a standardized alliance agreement that harmonizes artillery and ammunition ballistic parameters among NATO member states to ensure interoperability and consistent performance.
-
D.
Defensive Aids Sub-System
The Defensive Aids Sub-System is an integrated electronic warfare and self-protection suite designed to detect, identify, and counter threats to the Eurofighter Typhoon FGR4.
-
E.
Joint Operation Planning and Execution System
The Joint Operation Planning and Execution System (JOPES) is the U.S. Department of Defense’s primary system for integrating and managing joint military planning and execution across combatant commands and services.
- 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: AJP-3.15 Allied Joint Doctrine for Countering Improvised Explosive Devices Triple: [NATO military doctrine, isDocumentedIn, AJP-3.15 Allied Joint Doctrine for Countering Improvised Explosive Devices]
Generated description
AJP-3.15 Allied Joint Doctrine for Countering Improvised Explosive Devices is a NATO publication that provides standardized principles, tactics, and procedures for preventing, detecting, and mitigating the threat posed by improvised explosive devices in allied operations.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: AJP-3.15 Allied Joint Doctrine for Countering Improvised Explosive Devices Target entity description: AJP-3.15 Allied Joint Doctrine for Countering Improvised Explosive Devices is a NATO publication that provides standardized principles, tactics, and procedures for preventing, detecting, and mitigating the threat posed by improvised explosive devices in allied operations.
-
A.
Joint Intelligence Task Force – Combating Terrorism
The Joint Intelligence Task Force – Combating Terrorism is a U.S. military intelligence organization that coordinates and analyzes global terrorism-related information to support national security and counterterrorism operations.
-
B.
U.S. Army/Marine Corps Counterinsurgency Field Manual (FM 3-24)
The U.S. Army/Marine Corps Counterinsurgency Field Manual (FM 3-24) is a doctrinal guide that reshaped modern U.S. military strategy by outlining principles and practices for conducting counterinsurgency operations.
-
C.
NATO Joint Ballistics Memorandum of Understanding
The NATO Joint Ballistics Memorandum of Understanding is a standardized alliance agreement that harmonizes artillery and ammunition ballistic parameters among NATO member states to ensure interoperability and consistent performance.
-
D.
Defensive Aids Sub-System
The Defensive Aids Sub-System is an integrated electronic warfare and self-protection suite designed to detect, identify, and counter threats to the Eurofighter Typhoon FGR4.
-
E.
Joint Operation Planning and Execution System
The Joint Operation Planning and Execution System (JOPES) is the U.S. Department of Defense’s primary system for integrating and managing joint military planning and execution across combatant commands and services.
- 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_69a88617439c819094ffb5d16a0f6307 |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69aa62f6fc9c8190b61cc9872cc2adc0 |
completed | March 6, 2026, 5:15 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad8ad849648190b2bb0e2a50cd6c75 |
completed | March 8, 2026, 2:42 p.m. |
| NEDg | Description generation | batch_69ad957778a0819080f7fee35f5d8ed5 |
completed | March 8, 2026, 3:27 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ad97aa308c81909f245a2133fc471b |
completed | March 8, 2026, 3:37 p.m. |
Created at: March 4, 2026, 7:30 p.m.