Triple

T23143197
Position Surface form Disambiguated ID Type / Status
Subject South African National Route network E577516 entity
Predicate includesRoute P4374 FINISHED
Object N5
N5 is a national highway in South Africa that forms part of the country’s primary road network, linking key towns in the Free State province.
 E1574184 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: N5 | Statement: [South African National Route network, includesRoute, N5]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: N5
Context triple: [South African National Route network, includesRoute, N5]
  • A. N5
    N5 is a major Pakistani national highway that forms part of the country’s primary north–south transport corridor.
  • B. N3/N5
    N3/N5 is the U.S. Navy staff directorate responsible for integrating operations, plans, and strategy at the highest levels of naval command.
  • C. N3
    N3 is a Dutch regional road that serves as a key connector route in the South Holland region of the Netherlands.
  • D. N1
    N1 is a major national highway route, typically serving as a primary north–south or intercity transport corridor in the country’s road network.
  • E. N1
    N1 is a central London postcode district covering parts of Islington, Hoxton, and surrounding areas known for their vibrant urban character.
  • 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: N5
Triple: [South African National Route network, includesRoute, N5]
Generated description
N5 is a national highway in South Africa that forms part of the country’s primary road network, linking key towns in the Free State province.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: N5
Target entity description: N5 is a national highway in South Africa that forms part of the country’s primary road network, linking key towns in the Free State province.
  • A. N5
    N5 is a major Pakistani national highway that forms part of the country’s primary north–south transport corridor.
  • B. N3/N5
    N3/N5 is the U.S. Navy staff directorate responsible for integrating operations, plans, and strategy at the highest levels of naval command.
  • C. N3
    N3 is a Dutch regional road that serves as a key connector route in the South Holland region of the Netherlands.
  • D. N1
    N1 is a major national highway route, typically serving as a primary north–south or intercity transport corridor in the country’s road network.
  • E. N1
    N1 is a central London postcode district covering parts of Islington, Hoxton, and surrounding areas known for their vibrant urban character.
  • 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_69e245f8e6248190ba3d58e068b4dccb completed April 17, 2026, 2:38 p.m.
NER Named-entity recognition batch_69f18ecc3710819088ac5d72dad0459a completed April 29, 2026, 4:53 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c308fd60c8190afd340bd74423220 completed May 19, 2026, 9:42 a.m.
NEDg Description generation batch_6a0c32dc646081909d3c36d089d61c00 completed May 19, 2026, 9:52 a.m.
NED2 Entity disambiguation (via description) batch_6a0c35636e908190ae11d96deb15e1f5 completed May 19, 2026, 10:03 a.m.
Created at: April 17, 2026, 4 p.m.