Triple
T2924559
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Government Code and Cypher School |
E78811
|
entity |
| Predicate | shortName |
P43
|
FINISHED |
| Object |
GC&CS
GC&CS was the British government’s codebreaking and signals intelligence organization during World War II, best known for its work at Bletchley Park deciphering enemy communications.
|
E310468
|
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: GC&CS | Statement: [Government Code and Cypher School, shortName, GC&CS]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: GC&CS Context triple: [Government Code and Cypher School, shortName, GC&CS]
-
A.
GCSB
GCSB is New Zealand’s signals intelligence and information security agency responsible for foreign intelligence gathering and cybersecurity.
-
B.
GSC
GSC is the commonly used abbreviation for the General Secretariat of the Council of the European Union, the administrative body that supports the Council’s work and decision-making processes.
-
C.
GCSI
GCSI is the post-nominal abbreviation for Knight Grand Commander of the Most Exalted Order of the Star of India, a high-ranking chivalric order of the former British Empire in India.
-
D.
GT/CS
GT/CS is a special-edition variant of the Ford Mustang, originally introduced in the late 1960s and later revived, featuring unique styling cues and limited-production appeal.
-
E.
GCA
GCA is a landmark U.S. federal law enacted in 1968 that regulates the firearms industry and gun sales, including licensing, prohibited persons, and interstate commerce in weapons.
- 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: GC&CS Triple: [Government Code and Cypher School, shortName, GC&CS]
Generated description
GC&CS was the British government’s codebreaking and signals intelligence organization during World War II, best known for its work at Bletchley Park deciphering enemy communications.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: GC&CS Target entity description: GC&CS was the British government’s codebreaking and signals intelligence organization during World War II, best known for its work at Bletchley Park deciphering enemy communications.
-
A.
GCSB
GCSB is New Zealand’s signals intelligence and information security agency responsible for foreign intelligence gathering and cybersecurity.
-
B.
GSC
GSC is the commonly used abbreviation for the General Secretariat of the Council of the European Union, the administrative body that supports the Council’s work and decision-making processes.
-
C.
GCSI
GCSI is the post-nominal abbreviation for Knight Grand Commander of the Most Exalted Order of the Star of India, a high-ranking chivalric order of the former British Empire in India.
-
D.
GT/CS
GT/CS is a special-edition variant of the Ford Mustang, originally introduced in the late 1960s and later revived, featuring unique styling cues and limited-production appeal.
-
E.
GCA
GCA is a landmark U.S. federal law enacted in 1968 that regulates the firearms industry and gun sales, including licensing, prohibited persons, and interstate commerce in weapons.
- 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_69ad8b0d40b481908bc2a5fa2e73c3fb |
completed | March 8, 2026, 2:43 p.m. |
| NER | Named-entity recognition | batch_69ad97bf2df88190bd4f1e90d4656507 |
completed | March 8, 2026, 3:37 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b0563a81788190b94fab34e41a76e7 |
completed | March 10, 2026, 5:34 p.m. |
| NEDg | Description generation | batch_69b062a0f74c8190943739f4cda3c614 |
completed | March 10, 2026, 6:27 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b0631e65e88190bd425222c60637db |
completed | March 10, 2026, 6:29 p.m. |
Created at: March 8, 2026, 2:55 p.m.