Triple
T2635686
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Army G-2 (Deputy Chief of Staff for Intelligence) |
E59739
|
entity |
| Predicate | GCode |
P42397
|
FINISHED |
| Object |
G-2
G-2 is the U.S. Army staff designation for the senior intelligence officer responsible for overseeing military intelligence activities and analysis.
|
E283426
|
NE FINISHED |
How this triple was built (5 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: G-2 | Statement: [Army G-2 (Deputy Chief of Staff for Intelligence), GCode, G-2]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: G-2 Context triple: [Army G-2 (Deputy Chief of Staff for Intelligence), GCode, G-2]
-
A.
G-24
G-24 is an intergovernmental group of developing countries that coordinates positions on international monetary and development finance issues.
-
B.
G-24 Secretariat
The G-24 Secretariat is the administrative body that supports and coordinates the activities, research, and policy work of the Intergovernmental Group of Twenty-Four on International Monetary Affairs and Development.
-
C.
KGB
The KGB was the Soviet Union’s main security and intelligence organization, responsible for state security, espionage, and political repression during much of the Cold War.
-
D.
GCSB
GCSB is New Zealand’s signals intelligence and information security agency responsible for foreign intelligence gathering and cybersecurity.
-
E.
Special Duty Group
The Special Duty Group is an elite commando unit of India’s Central Reserve Police Force specializing in high-risk counterinsurgency and counterterrorism operations.
- 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: G-2 Triple: [Army G-2 (Deputy Chief of Staff for Intelligence), GCode, G-2]
Generated description
G-2 is the U.S. Army staff designation for the senior intelligence officer responsible for overseeing military intelligence activities and analysis.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: G-2 Target entity description: G-2 is the U.S. Army staff designation for the senior intelligence officer responsible for overseeing military intelligence activities and analysis.
-
A.
G-24
G-24 is an intergovernmental group of developing countries that coordinates positions on international monetary and development finance issues.
-
B.
G-24 Secretariat
The G-24 Secretariat is the administrative body that supports and coordinates the activities, research, and policy work of the Intergovernmental Group of Twenty-Four on International Monetary Affairs and Development.
-
C.
KGB
The KGB was the Soviet Union’s main security and intelligence organization, responsible for state security, espionage, and political repression during much of the Cold War.
-
D.
GCSB
GCSB is New Zealand’s signals intelligence and information security agency responsible for foreign intelligence gathering and cybersecurity.
-
E.
Special Duty Group
The Special Duty Group is an elite commando unit of India’s Central Reserve Police Force specializing in high-risk counterinsurgency and counterterrorism operations.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: GCode Context triple: [Army G-2 (Deputy Chief of Staff for Intelligence), GCode, G-2]
-
A.
codeSpace
Indicates the namespace or contextual scope within which a piece of code, identifier, or programming element is defined and interpreted.
-
B.
scriptInventor
Indicates that one entity is the creator or originator of a particular writing system or script used by another entity.
-
C.
eraCode
Indicates the specific historical or temporal era associated with an entity, typically encoded as a standardized era identifier.
-
D.
toolUsed
Indicates that an action or task is performed using a particular tool as the means or instrument.
-
E.
programmedVia
Indicates that one entity is created, configured, or made to operate through the use of another entity as its programming method, tool, or medium.
- F. None of above. chosen
Provenance (7 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_69ab4ac8596c8190b34997e73d9e991c |
completed | March 6, 2026, 9:44 p.m. |
| NER | Named-entity recognition | batch_69abd8e1fffc81908e4921690098c8db |
completed | March 7, 2026, 7:50 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69af90ac94d48190b3138abac9934ec8 |
completed | March 10, 2026, 3:31 a.m. |
| NEDg | Description generation | batch_69af91625bd481908d3666af3cd3733f |
completed | March 10, 2026, 3:34 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69af91f9e1208190aa149c9afc84911c |
completed | March 10, 2026, 3:37 a.m. |
| PD | Predicate disambiguation | batch_69abd812849881908f956845a80e0205 |
completed | March 7, 2026, 7:47 a.m. |
| PDg | Predicate description generation | batch_69abd8abcc348190bfa05c0abc4bcee7 |
completed | March 7, 2026, 7:50 a.m. |
Created at: March 6, 2026, 9:50 p.m.