Triple
T1754346
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | M20 motorway |
E38516
|
entity |
| Predicate | hasEmergencyTrafficManagement |
P17040
|
FINISHED |
| Object |
Operation Brock
Operation Brock is a traffic management scheme used in Kent, England to manage heavy goods vehicle congestion around the Channel ports and Eurotunnel during disruption or high demand.
|
E200451
|
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: Operation Brock | Statement: [M20 motorway, hasEmergencyTrafficManagement, Operation Brock]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Operation Brock Context triple: [M20 motorway, hasEmergencyTrafficManagement, Operation Brock]
-
A.
Operation Braunschweig
Operation Braunschweig was the German Wehrmacht’s 1942 summer offensive toward Stalingrad and the Caucasus oil fields, forming the central phase of the broader Case Blue campaign on the Eastern Front in World War II.
-
B.
Operation Achse
Operation Achse was a German military operation in 1943 that swiftly disarmed Italian forces and occupied former Italian-controlled territories following Italy’s surrender in World War II.
-
C.
Operation Citadel
Operation Citadel was the German Wehrmacht’s major 1943 offensive on the Eastern Front, best known as the opening phase of the Battle of Kursk, one of the largest tank battles in history.
-
D.
Operation Birke
Operation Birke was a World War II German military operation focused on withdrawing and securing forces and resources during the Lapland War in northern Finland.
-
E.
Operation Cobra
Operation Cobra was a major Allied offensive launched by U.S. forces in July 1944 to break out of the Normandy beachhead and rapidly advance across German-occupied France.
- 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: Operation Brock Triple: [M20 motorway, hasEmergencyTrafficManagement, Operation Brock]
Generated description
Operation Brock is a traffic management scheme used in Kent, England to manage heavy goods vehicle congestion around the Channel ports and Eurotunnel during disruption or high demand.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Operation Brock Target entity description: Operation Brock is a traffic management scheme used in Kent, England to manage heavy goods vehicle congestion around the Channel ports and Eurotunnel during disruption or high demand.
-
A.
Operation Braunschweig
Operation Braunschweig was the German Wehrmacht’s 1942 summer offensive toward Stalingrad and the Caucasus oil fields, forming the central phase of the broader Case Blue campaign on the Eastern Front in World War II.
-
B.
Operation Achse
Operation Achse was a German military operation in 1943 that swiftly disarmed Italian forces and occupied former Italian-controlled territories following Italy’s surrender in World War II.
-
C.
Operation Citadel
Operation Citadel was the German Wehrmacht’s major 1943 offensive on the Eastern Front, best known as the opening phase of the Battle of Kursk, one of the largest tank battles in history.
-
D.
Operation Birke
Operation Birke was a World War II German military operation focused on withdrawing and securing forces and resources during the Lapland War in northern Finland.
-
E.
Operation Cobra
Operation Cobra was a major Allied offensive launched by U.S. forces in July 1944 to break out of the Normandy beachhead and rapidly advance across German-occupied France.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasEmergencyTrafficManagement Context triple: [M20 motorway, hasEmergencyTrafficManagement, Operation Brock]
-
A.
hasTrafficManagement
Indicates that an entity implements, uses, or is associated with systems or measures for controlling and optimizing traffic flow.
-
B.
hasTrafficControl
chosen
Indicates that some form of traffic management or regulation mechanism is present or applied to a given route, intersection, or transportation element.
-
C.
hasCommuterTraffic
Indicates that there is regular, recurring traffic flow associated with people traveling between their homes and places of work or study.
-
D.
hasTrafficIsland
Indicates the presence of a traffic island separating or organizing lanes or directions of vehicular movement within a roadway.
-
E.
roadTraffic
Indicates the presence, flow, or conditions of vehicles and movement along roads or streets.
- F. None of above.
Provenance (6 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_69a8862bdb2081908aefe831c8aa8017 |
completed | March 4, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69aba6a63f588190b53b39c6b97d74f4 |
completed | March 7, 2026, 4:16 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69adb5c4f7cc8190a60d3bd276711b27 |
completed | March 8, 2026, 5:45 p.m. |
| NEDg | Description generation | batch_69adb69b142c81909dd8bd40e8e440ad |
completed | March 8, 2026, 5:49 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69adb8bac99081908cf126d42c609559 |
completed | March 8, 2026, 5:58 p.m. |
| PD | Predicate disambiguation | batch_69aa61c7ef4c8190abec87c96a787d82 |
completed | March 6, 2026, 5:10 a.m. |
Created at: March 4, 2026, 7:31 p.m.