Triple

T710665
Position Surface form Disambiguated ID Type / Status
Subject Gelderland E14197 entity
Predicate hasMajorInfrastructure P7519 FINISHED
Object A12 motorway
The A12 motorway is a major Dutch highway that connects The Hague to the German border, serving as a key east–west transport corridor across the central Netherlands.
E175281 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: A12 motorway | Statement: [Gelderland, hasMajorInfrastructure, A12 motorway]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: A12 motorway
Context triple: [Gelderland, hasMajorInfrastructure, A12 motorway]
  • A. A22 motorway
    The A22 motorway, also known as Via do Infante, is a major east–west toll highway in Portugal’s Algarve region that links coastal towns and connects to Spain.
  • B. A2 motorway
    The A2 motorway is a major European highway that serves as a key route for long-distance traffic and connects with several important motorways, including the A22.
  • C. A7 motorway
    The A7 motorway is one of Germany's major north–south autobahns, running the length of the country and passing near cities such as Göttingen.
  • D. A-49 motorway
    The A-49 motorway is a German autobahn in the state of Hesse that links the city of Kassel with the Schwalm-Eder region and is planned to be extended further south.
  • E. A1(M) motorway
    The A1(M) motorway is a series of motorway-standard sections along the A1 route in England, providing a high-speed link between London and the North and connecting with major routes such as the M25.
  • 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: A12 motorway
Triple: [Gelderland, hasMajorInfrastructure, A12 motorway]
Generated description
The A12 motorway is a major Dutch highway that connects The Hague to the German border, serving as a key east–west transport corridor across the central Netherlands.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: A12 motorway
Target entity description: The A12 motorway is a major Dutch highway that connects The Hague to the German border, serving as a key east–west transport corridor across the central Netherlands.
  • A. A22 motorway
    The A22 motorway, also known as Via do Infante, is a major east–west toll highway in Portugal’s Algarve region that links coastal towns and connects to Spain.
  • B. A2 motorway
    The A2 motorway is a major European highway that serves as a key route for long-distance traffic and connects with several important motorways, including the A22.
  • C. A7 motorway
    The A7 motorway is one of Germany's major north–south autobahns, running the length of the country and passing near cities such as Göttingen.
  • D. A-49 motorway
    The A-49 motorway is a German autobahn in the state of Hesse that links the city of Kassel with the Schwalm-Eder region and is planned to be extended further south.
  • E. A1(M) motorway
    The A1(M) motorway is a series of motorway-standard sections along the A1 route in England, providing a high-speed link between London and the North and connecting with major routes such as the M25.
  • 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_69a493494ec48190ae6751683625a9ba completed March 1, 2026, 7:28 p.m.
NER Named-entity recognition batch_69a4a55c99fc8190941c5fd18551792a completed March 1, 2026, 8:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69ad3072c3a881908c33159cdd55ae0b completed March 8, 2026, 8:16 a.m.
NEDg Description generation batch_69ad30f9377481909d75f6e5eaab6221 completed March 8, 2026, 8:19 a.m.
NED2 Entity disambiguation (via description) batch_69ad314bdc388190a682fc84d2ccabeb completed March 8, 2026, 8:20 a.m.
Created at: March 1, 2026, 7:36 p.m.