Triple

T23199232
Position Surface form Disambiguated ID Type / Status
Subject Borșa E579960 entity
Predicate roadConnection P385 FINISHED
Object DN18 national road
DN18 national road is a major Romanian highway traversing the Maramureș region and the Carpathian Mountains, linking several northern towns and facilitating access to the Ukrainian border.
E1575408 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: DN18 national road | Statement: [Borșa, roadConnection, DN18 national road]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: DN18 national road
Context triple: [Borșa, roadConnection, DN18 national road]
  • A. I/18 national road
    The I/18 national road is a major Slovak roadway that serves as an important east–west transport corridor, passing through towns such as Levoča.
  • B. N2 national road
    The N2 national road is a major South African highway running along the coast and connecting key cities and regions, including the Eastern Cape.
  • C. N1 national road
    The N1 national road is a major South African highway forming part of the primary north–south route connecting Cape Town, Johannesburg, and the Zimbabwean border.
  • D. B8 national road
    The B8 national road is a major highway in Namibia that forms part of the country’s trunk road network, linking key northern towns and connecting to neighboring countries.
  • E. N11 national road
    The N11 national road is a major South African route running roughly north–south, linking KwaZulu-Natal with inland provinces and facilitating regional trade and travel.
  • 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: DN18 national road
Triple: [Borșa, roadConnection, DN18 national road]
Generated description
DN18 national road is a major Romanian highway traversing the Maramureș region and the Carpathian Mountains, linking several northern towns and facilitating access to the Ukrainian border.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: DN18 national road
Target entity description: DN18 national road is a major Romanian highway traversing the Maramureș region and the Carpathian Mountains, linking several northern towns and facilitating access to the Ukrainian border.
  • A. I/18 national road
    The I/18 national road is a major Slovak roadway that serves as an important east–west transport corridor, passing through towns such as Levoča.
  • B. N2 national road
    The N2 national road is a major South African highway running along the coast and connecting key cities and regions, including the Eastern Cape.
  • C. N1 national road
    The N1 national road is a major South African highway forming part of the primary north–south route connecting Cape Town, Johannesburg, and the Zimbabwean border.
  • D. B8 national road
    The B8 national road is a major highway in Namibia that forms part of the country’s trunk road network, linking key northern towns and connecting to neighboring countries.
  • E. N11 national road
    The N11 national road is a major South African route running roughly north–south, linking KwaZulu-Natal with inland provinces and facilitating regional trade and travel.
  • 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_69e24600eed08190bd7e5295653a1503 completed April 17, 2026, 2:38 p.m.
NER Named-entity recognition batch_69f1907835448190aa4fc234d15527c3 completed April 29, 2026, 5 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c30c0ca108190bde7fe9fba83d732 completed May 19, 2026, 9:43 a.m.
NEDg Description generation batch_6a0c330135cc8190b5a0e512bda6277d completed May 19, 2026, 9:53 a.m.
NED2 Entity disambiguation (via description) batch_6a0c375dd5a4819097a80ae43a1c4442 completed May 19, 2026, 10:11 a.m.
Created at: April 17, 2026, 4:06 p.m.