Triple
T1431350
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | David Petraeus |
E30451
|
entity |
| Predicate | coAuthorOf |
P2389
|
FINISHED |
| Object |
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.
|
E163743
|
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/Marine Corps Counterinsurgency Field Manual (FM 3-24) | Statement: [David Petraeus, coAuthorOf, U.S. Army/Marine Corps Counterinsurgency Field Manual (FM 3-24)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: U.S. Army/Marine Corps Counterinsurgency Field Manual (FM 3-24) Context triple: [David Petraeus, coAuthorOf, U.S. Army/Marine Corps Counterinsurgency Field Manual (FM 3-24)]
-
A.
On Guerrilla Warfare
On Guerrilla Warfare is Mao Zedong’s influential military treatise that outlines the theory, strategy, and tactics of protracted guerrilla war as a means for revolutionary struggle.
-
B.
U.S. Army Field Manual FM 2-series (intelligence)
The U.S. Army Field Manual FM 2-series (intelligence) is the primary doctrinal publication that defines concepts, roles, and procedures for conducting military intelligence operations within the U.S. Army.
-
C.
Ranger Handbook
The Ranger Handbook is a U.S. Army field manual that provides comprehensive doctrine, tactics, techniques, and procedures for Army Rangers and small-unit infantry operations.
-
D.
Operation Freedom’s Sentinel
Operation Freedom’s Sentinel was a U.S.-led military mission in Afghanistan that succeeded Operation Enduring Freedom, focusing on counterterrorism operations and training Afghan security forces.
-
E.
Battle Management Command, Control and Communications
Battle Management Command, Control and Communications is a U.S. Space Force component focused on integrating and directing space operations through advanced command, control, and communications systems.
- 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/Marine Corps Counterinsurgency Field Manual (FM 3-24) Triple: [David Petraeus, coAuthorOf, U.S. Army/Marine Corps Counterinsurgency Field Manual (FM 3-24)]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: U.S. Army/Marine Corps Counterinsurgency Field Manual (FM 3-24) Target entity description: 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.
-
A.
On Guerrilla Warfare
On Guerrilla Warfare is Mao Zedong’s influential military treatise that outlines the theory, strategy, and tactics of protracted guerrilla war as a means for revolutionary struggle.
-
B.
U.S. Army Field Manual FM 2-series (intelligence)
The U.S. Army Field Manual FM 2-series (intelligence) is the primary doctrinal publication that defines concepts, roles, and procedures for conducting military intelligence operations within the U.S. Army.
-
C.
Ranger Handbook
The Ranger Handbook is a U.S. Army field manual that provides comprehensive doctrine, tactics, techniques, and procedures for Army Rangers and small-unit infantry operations.
-
D.
Operation Freedom’s Sentinel
Operation Freedom’s Sentinel was a U.S.-led military mission in Afghanistan that succeeded Operation Enduring Freedom, focusing on counterterrorism operations and training Afghan security forces.
-
E.
Battle Management Command, Control and Communications
Battle Management Command, Control and Communications is a U.S. Space Force component focused on integrating and directing space operations through advanced command, control, and communications systems.
- 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_69a498fc69ec8190b61722bd4b67c4d2 |
completed | March 1, 2026, 7:52 p.m. |
| NER | Named-entity recognition | batch_69a4c4dc3e2081909ff951fe73db277b |
completed | March 1, 2026, 10:59 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad016bf2608190a675cbd42e474082 |
completed | March 8, 2026, 4:56 a.m. |
| NEDg | Description generation | batch_69ad0294353081908e29735d1b83f2cc |
completed | March 8, 2026, 5:01 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ad02f6bf288190bcb785762d14787c |
completed | March 8, 2026, 5:02 a.m. |
Created at: March 1, 2026, 8 p.m.