Triple
T297410
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Five Eyes |
E6122
|
entity |
| Predicate | hasKeyAgency |
P10898
|
FINISHED |
| Object |
Government Communications Headquarters
Government Communications Headquarters (GCHQ) is the United Kingdom’s primary signals intelligence and cybersecurity agency, responsible for intercepting communications and protecting national information systems.
|
E38223
|
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: Government Communications Headquarters | Statement: [Five Eyes, hasKeyAgency, Government Communications Headquarters]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Government Communications Headquarters Context triple: [Five Eyes, hasKeyAgency, Government Communications Headquarters]
-
A.
Security Service (MI5)
The Security Service (MI5) is the United Kingdom’s domestic counter-intelligence and security agency responsible for protecting national security against threats such as terrorism, espionage, and cyber attacks.
-
B.
Secret Intelligence Branch
The Secret Intelligence Branch was the espionage arm of the World War II-era U.S. Office of Strategic Services, responsible for collecting and analyzing covert intelligence behind enemy lines.
-
C.
Secret Intelligence Service
The Secret Intelligence Service, commonly known as MI6, is the United Kingdom’s foreign intelligence agency responsible for gathering and analyzing overseas information to support national security and government policy.
-
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.
National Security Agency
The National Security Agency is a U.S. intelligence organization responsible for signals intelligence collection and information assurance, including the interception and analysis of electronic communications for national security purposes.
- 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: Government Communications Headquarters Triple: [Five Eyes, hasKeyAgency, Government Communications Headquarters]
Generated description
Government Communications Headquarters (GCHQ) is the United Kingdom’s primary signals intelligence and cybersecurity agency, responsible for intercepting communications and protecting national information systems.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Government Communications Headquarters Target entity description: Government Communications Headquarters (GCHQ) is the United Kingdom’s primary signals intelligence and cybersecurity agency, responsible for intercepting communications and protecting national information systems.
-
A.
Security Service (MI5)
The Security Service (MI5) is the United Kingdom’s domestic counter-intelligence and security agency responsible for protecting national security against threats such as terrorism, espionage, and cyber attacks.
-
B.
Secret Intelligence Branch
The Secret Intelligence Branch was the espionage arm of the World War II-era U.S. Office of Strategic Services, responsible for collecting and analyzing covert intelligence behind enemy lines.
-
C.
Secret Intelligence Service
The Secret Intelligence Service, commonly known as MI6, is the United Kingdom’s foreign intelligence agency responsible for gathering and analyzing overseas information to support national security and government policy.
-
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.
National Security Agency
The National Security Agency is a U.S. intelligence organization responsible for signals intelligence collection and information assurance, including the interception and analysis of electronic communications for national security purposes.
- 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_69a2e79114b081909490b3bf5a5dbb51 |
completed | Feb. 28, 2026, 1:03 p.m. |
| NER | Named-entity recognition | batch_69a2ee002dd0819080f0841eb9107ee3 |
completed | Feb. 28, 2026, 1:30 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a3a88a27648190a691c62f0361fd90 |
completed | March 1, 2026, 2:46 a.m. |
| NEDg | Description generation | batch_69a3a90299888190b7f88d6411531823 |
completed | March 1, 2026, 2:48 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a3a96e4ff08190982e2e92a7c529a5 |
completed | March 1, 2026, 2:50 a.m. |
Created at: Feb. 28, 2026, 1:06 p.m.