Triple
T1698288
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lai Teck |
E36707
|
entity |
| Predicate | allegedAgentOf |
P31290
|
FINISHED |
| Object |
French intelligence
French intelligence is the national intelligence and security apparatus of France, responsible for gathering information, conducting espionage, and protecting the country’s national interests at home and abroad.
|
E191021
|
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: French intelligence | Statement: [Lai Teck, allegedAgentOf, French intelligence]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: French intelligence Context triple: [Lai Teck, allegedAgentOf, French intelligence]
-
A.
French authorities
French authorities were the governmental and colonial power of France responsible for enforcing French rule and policy, particularly in its overseas territories.
-
B.
French Armed Forces
The French Armed Forces are the unified military forces of France, encompassing the Army, Navy, Air and Space Force, and related services responsible for national defense and overseas operations.
-
C.
French Naval Special Forces
The French Naval Special Forces are an elite maritime commando unit of France’s armed forces, specializing in naval special operations such as counter-terrorism, reconnaissance, and hostage rescue at sea and in coastal environments.
-
D.
The French
The French is a renowned fine-dining restaurant in Manchester’s Midland Hotel, known for its modern British cuisine and historic, elegant setting.
-
E.
France Info
France Info is a French public rolling news television channel providing continuous national and international news coverage.
- 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: French intelligence Triple: [Lai Teck, allegedAgentOf, French intelligence]
Generated description
French intelligence is the national intelligence and security apparatus of France, responsible for gathering information, conducting espionage, and protecting the country’s national interests at home and abroad.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: French intelligence Target entity description: French intelligence is the national intelligence and security apparatus of France, responsible for gathering information, conducting espionage, and protecting the country’s national interests at home and abroad.
-
A.
French authorities
French authorities were the governmental and colonial power of France responsible for enforcing French rule and policy, particularly in its overseas territories.
-
B.
French Armed Forces
The French Armed Forces are the unified military forces of France, encompassing the Army, Navy, Air and Space Force, and related services responsible for national defense and overseas operations.
-
C.
French Naval Special Forces
The French Naval Special Forces are an elite maritime commando unit of France’s armed forces, specializing in naval special operations such as counter-terrorism, reconnaissance, and hostage rescue at sea and in coastal environments.
-
D.
The French
The French is a renowned fine-dining restaurant in Manchester’s Midland Hotel, known for its modern British cuisine and historic, elegant setting.
-
E.
France Info
France Info is a French public rolling news television channel providing continuous national and international news coverage.
- 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_69a886163dec8190859c514232a37a05 |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69abaffad4748190995fec39bc8d7a1f |
completed | March 7, 2026, 4:56 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad799d59a48190b1efb101c2a67e4f |
completed | March 8, 2026, 1:29 p.m. |
| NEDg | Description generation | batch_69ad7a1223fc8190b7d62217c17f7517 |
completed | March 8, 2026, 1:30 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ad7b0787c88190a59a815fa808ac6b |
completed | March 8, 2026, 1:35 p.m. |
Created at: March 4, 2026, 7:30 p.m.