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.