Triple
T9386866
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | UK Cyber operations |
E225925
|
entity |
| Predicate | coordinatedBy |
P86
|
FINISHED |
| Object | GCHQ |
E38223
|
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: GCHQ | Statement: [UK Cyber operations, coordinatedBy, GCHQ]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: GCHQ Context triple: [UK Cyber operations, coordinatedBy, GCHQ]
-
A.
Government Communications Headquarters
chosen
Government Communications Headquarters (GCHQ) is the United Kingdom’s primary signals intelligence and cybersecurity agency, responsible for intercepting communications and protecting national information systems.
-
B.
Defence Intelligence and Security Service
The Defence Intelligence and Security Service is the Dutch military intelligence and security agency responsible for gathering, analyzing, and protecting defence-related information and supporting national security operations.
-
C.
R&AW
R&AW is India’s external intelligence agency responsible for foreign intelligence gathering, counter-terrorism, and strategic security operations.
-
D.
British intelligence
British intelligence is the United Kingdom’s network of security and espionage agencies responsible for gathering, analyzing, and acting on information to protect national security and advance the country’s strategic interests.
-
E.
Room 40
Room 40 was the British Admiralty’s World War I codebreaking unit, famed for intercepting and decrypting German communications such as the Zimmermann Telegram.
- 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_69ca842e9dcc8190a264119e683cfe04 |
completed | March 30, 2026, 2:09 p.m. |
| NER | Named-entity recognition | batch_69cd50d562a48190875d9fe3aae25a2b |
completed | April 1, 2026, 5:07 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d100eb108c8190add5bacfea1f800a |
completed | April 4, 2026, 12:15 p.m. |
Created at: March 30, 2026, 7:45 p.m.