Triple

T22106648
Position Surface form Disambiguated ID Type / Status
Subject Thuwal E546303 entity
Predicate hasTransportConnection P845 FINISHED
Object Highway 5 (Saudi Arabia)
Highway 5 (Saudi Arabia) is a major coastal highway running along the Red Sea in western Saudi Arabia, connecting cities and towns between Jeddah and the northern regions.
E1518241 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: Highway 5 (Saudi Arabia) | Statement: [Thuwal, hasTransportConnection, Highway 5 (Saudi Arabia)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Highway 5 (Saudi Arabia)
Context triple: [Thuwal, hasTransportConnection, Highway 5 (Saudi Arabia)]
  • A. Highway 85 (Saudi Arabia)
    Highway 85 (Saudi Arabia) is a major northwestern Saudi roadway that serves as a key transport route linking border regions and inland towns, including the area around Turaif.
  • B. Highway 5 (Israel)
    Highway 5 (Israel) is a major east–west Israeli freeway connecting the Tel Aviv metropolitan area with the West Bank, serving as a key route for commuter and intercity traffic.
  • C. Medina–Yanbu highway
    The Medina–Yanbu highway is a major roadway in western Saudi Arabia that links the inland holy city of Medina with the Red Sea port city of Yanbu, facilitating regional travel and trade.
  • D. D555 highway
    The D555 highway is a major Turkish road that runs through Kırklareli Province, providing an important regional transport route toward the Bulgarian border.
  • E. Highway 5A
    Highway 5A is a scenic secondary highway in British Columbia, Canada, known for winding through rural landscapes and connecting communities between Merritt and Kamloops.
  • 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: Highway 5 (Saudi Arabia)
Triple: [Thuwal, hasTransportConnection, Highway 5 (Saudi Arabia)]
Generated description
Highway 5 (Saudi Arabia) is a major coastal highway running along the Red Sea in western Saudi Arabia, connecting cities and towns between Jeddah and the northern regions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Highway 5 (Saudi Arabia)
Target entity description: Highway 5 (Saudi Arabia) is a major coastal highway running along the Red Sea in western Saudi Arabia, connecting cities and towns between Jeddah and the northern regions.
  • A. Highway 85 (Saudi Arabia)
    Highway 85 (Saudi Arabia) is a major northwestern Saudi roadway that serves as a key transport route linking border regions and inland towns, including the area around Turaif.
  • B. Highway 5 (Israel)
    Highway 5 (Israel) is a major east–west Israeli freeway connecting the Tel Aviv metropolitan area with the West Bank, serving as a key route for commuter and intercity traffic.
  • C. Medina–Yanbu highway
    The Medina–Yanbu highway is a major roadway in western Saudi Arabia that links the inland holy city of Medina with the Red Sea port city of Yanbu, facilitating regional travel and trade.
  • D. D555 highway
    The D555 highway is a major Turkish road that runs through Kırklareli Province, providing an important regional transport route toward the Bulgarian border.
  • E. Highway 5A
    Highway 5A is a scenic secondary highway in British Columbia, Canada, known for winding through rural landscapes and connecting communities between Merritt and Kamloops.
  • 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_69e11e378dc08190896d6a51597afd5a completed April 16, 2026, 5:36 p.m.
NER Named-entity recognition batch_69f12919dd388190b8ca08e2464cb0b8 completed April 28, 2026, 9:39 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0a87a9a13c8190a8c9c2f9d0061934 completed May 18, 2026, 3:29 a.m.
NEDg Description generation batch_6a0a88b10a508190ad127afc699056f2 completed May 18, 2026, 3:34 a.m.
NED2 Entity disambiguation (via description) batch_6a0a898963a081909fba51dfa33b1218 completed May 18, 2026, 3:37 a.m.
Created at: April 16, 2026, 8:30 p.m.