Triple

T14304251
Position Surface form Disambiguated ID Type / Status
Subject N14 highway E354649 entity
Predicate hasJunctionWith P1018 FINISHED
Object N7 highway
The N7 highway is a major national road that serves as an important transportation corridor and connects with other key routes in its regional road network.
E1422901 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: N7 highway | Statement: [N14 highway, hasJunctionWith, N7 highway]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: N7 highway
Context triple: [N14 highway, hasJunctionWith, N7 highway]
  • A. N8 highway
    The N8 highway is a major Moroccan road that runs across the Middle Atlas region, linking key cities such as Azrou with other important urban and economic centers.
  • B. M-7 highway
    The M-7 highway is a major federal road in Russia that connects Moscow with key cities in the Volga region and further toward the Ural area, serving as an important eastward transport corridor.
  • C. N3 highway
    The N3 highway is a major South African national route that connects Johannesburg and Durban, serving as a key freight and passenger corridor between the inland economic hub and the east coast.
  • D. N4 highway
    The N4 highway is a major east–west route in South Africa and Mozambique that forms part of the Maputo Corridor, linking inland economic hubs with the port city of Maputo.
  • E. N2 highway
    The N2 highway is a major national route in South Africa that runs along the country’s southeastern and southern coast, connecting key cities and towns.
  • 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: N7 highway
Triple: [N14 highway, hasJunctionWith, N7 highway]
Generated description
The N7 highway is a major national road that serves as an important transportation corridor and connects with other key routes in its regional road network.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: N7 highway
Target entity description: The N7 highway is a major national road that serves as an important transportation corridor and connects with other key routes in its regional road network.
  • A. N8 highway
    The N8 highway is a major Moroccan road that runs across the Middle Atlas region, linking key cities such as Azrou with other important urban and economic centers.
  • B. M-7 highway
    The M-7 highway is a major federal road in Russia that connects Moscow with key cities in the Volga region and further toward the Ural area, serving as an important eastward transport corridor.
  • C. N3 highway
    The N3 highway is a major South African national route that connects Johannesburg and Durban, serving as a key freight and passenger corridor between the inland economic hub and the east coast.
  • D. N4 highway
    The N4 highway is a major east–west route in South Africa and Mozambique that forms part of the Maputo Corridor, linking inland economic hubs with the port city of Maputo.
  • E. N2 highway
    The N2 highway is a major national route in South Africa that runs along the country’s southeastern and southern coast, connecting key cities and towns.
  • 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_69d8278e17088190b328c5a9d4be74ff completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de85afabe48190926d6098047f4bcf completed April 14, 2026, 6:21 p.m.
NED1 Entity disambiguation (via context triple) batch_6a085a0580348190ad164baf7c4fb6af completed May 16, 2026, 11:50 a.m.
NEDg Description generation batch_6a085e08f48081908ab8ced61d9a05cb completed May 16, 2026, 12:07 p.m.
NED2 Entity disambiguation (via description) batch_6a085e9436a8819099294a5cfecf56dc completed May 16, 2026, 12:09 p.m.
Created at: April 10, 2026, 1:12 a.m.