Triple
T13857909
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Iraq War troop surge of 2007 |
E333110
|
entity |
| Predicate | influencedBy |
P9
|
FINISHED |
| Object | FM 3-24 Counterinsurgency manual |
E163743
|
NE FINISHED |
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: FM 3-24 Counterinsurgency manual | Statement: [Iraq War troop surge of 2007, influencedBy, FM 3-24 Counterinsurgency manual]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: FM 3-24 Counterinsurgency manual Context triple: [Iraq War troop surge of 2007, influencedBy, FM 3-24 Counterinsurgency manual]
-
A.
U.S. Army/Marine Corps Counterinsurgency Field Manual (FM 3-24)
chosen
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.
-
B.
AJP-3.4.9 Allied Joint Doctrine for Counterinsurgency
AJP-3.4.9 Allied Joint Doctrine for Counterinsurgency is a NATO publication that provides common principles, guidance, and procedures for planning and conducting multinational counterinsurgency operations.
-
C.
Marine Corps Small Wars Manual
The Marine Corps Small Wars Manual is a historic U.S. Marine Corps field manual that outlines principles and tactics for conducting counterinsurgency, guerrilla warfare, and other small-scale military interventions.
-
D.
Army Doctrine Publication 3-14
Army Doctrine Publication 3-14 is a U.S. Army doctrinal manual that defines concepts, roles, and employment of space capabilities in support of land operations.
-
E.
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.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d81c5ba13c8190839315f54768acfd |
completed | April 9, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69de02dc9f488190b7181dcb7e304632 |
completed | April 14, 2026, 9:03 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f7c0fb7c3c819081fc6f89aa17d6af |
completed | May 3, 2026, 9:41 p.m. |
Created at: April 9, 2026, 10:14 p.m.