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.