Triple

T19038066
Position Surface form Disambiguated ID Type / Status
Subject Maple Cross E465927 entity
Predicate hasTransportConnection P845 FINISHED
Object A412
The A412 is a primary road in England that connects several towns in Buckinghamshire and Hertfordshire, serving as a key route for local and regional traffic.
 E1355993 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: A412 | Statement: [Maple Cross, hasTransportConnection, A412]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: A412
Context triple: [Maple Cross, hasTransportConnection, A412]
  • A. A4120
    A4120 is a numbered A-road in the United Kingdom that serves as a regional connector route.
  • B. A41
    The A41 is a major road in England that runs between London and Birkenhead, serving as an important route through the Midlands and Home Counties.
  • C. A414
    The A414 is a major east–west road in southern England that links several Hertfordshire towns and provides an important route near Welwyn Garden City.
  • D. A417
    A417 is a major road in England that links key towns and routes in Gloucestershire and the surrounding region.
  • E. A419
    The A419 is a major road in England that links Swindon with Gloucester, serving as an important regional route in the southwest.
  • 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: A412
Triple: [Maple Cross, hasTransportConnection, A412]
Generated description
The A412 is a primary road in England that connects several towns in Buckinghamshire and Hertfordshire, serving as a key route for local and regional traffic.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: A412
Target entity description: The A412 is a primary road in England that connects several towns in Buckinghamshire and Hertfordshire, serving as a key route for local and regional traffic.
  • A. A4120
    A4120 is a numbered A-road in the United Kingdom that serves as a regional connector route.
  • B. A41
    The A41 is a major road in England that runs between London and Birkenhead, serving as an important route through the Midlands and Home Counties.
  • C. A414
    The A414 is a major east–west road in southern England that links several Hertfordshire towns and provides an important route near Welwyn Garden City.
  • D. A417
    A417 is a major road in England that links key towns and routes in Gloucestershire and the surrounding region.
  • E. A419
    The A419 is a major road in England that links Swindon with Gloucester, serving as an important regional route in the southwest.
  • 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_69d8dd0359648190bc2a9202c5cf29d2 completed April 10, 2026, 11:20 a.m.
NER Named-entity recognition batch_69e5d7fed99c81909495797c604db044 completed April 20, 2026, 7:38 a.m.
NED1 Entity disambiguation (via context triple) batch_6a05c547bcb88190bfef5c4a0d2678e4 completed May 14, 2026, 12:51 p.m.
NEDg Description generation batch_6a05c69f12b081908bf6baf78a09a13f completed May 14, 2026, 12:57 p.m.
NED2 Entity disambiguation (via description) batch_6a05c704b21c81909dd690d07ffa1526 completed May 14, 2026, 12:58 p.m.
Created at: April 10, 2026, 12:02 p.m.