Triple

T16386349
Position Surface form Disambiguated ID Type / Status
Subject Kfar Shmaryahu E397931 entity
Predicate hasRoadAccess P385 FINISHED
Object Ayalon Highway (via nearby interchanges)
Ayalon Highway is a major north–south urban freeway running through the Tel Aviv metropolitan area, serving as one of Israel’s most important transportation arteries.
E1210305 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: Ayalon Highway (via nearby interchanges) | Statement: [Kfar Shmaryahu, hasRoadAccess, Ayalon Highway (via nearby interchanges)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ayalon Highway (via nearby interchanges)
Context triple: [Kfar Shmaryahu, hasRoadAccess, Ayalon Highway (via nearby interchanges)]
  • A. Highway 65 (Israel)
    Highway 65 (Israel) is a major intercity road in northern Israel that connects the coastal plain with the Galilee and Jezreel Valley regions.
  • B. Highway 85 (Israel)
    Highway 85 (Israel) is a major east–west roadway in northern Israel that connects the coastal plain with the Galilee and serves as a key route for regional traffic.
  • C. N2 highway (nearby)
    The N2 highway is a major national route along South Africa’s southern and eastern coast, connecting key cities and towns and serving as a primary transport corridor.
  • D. Highway 90 (Israel)
    Highway 90 (Israel) is a major north–south Israeli highway running the length of the country from the Lebanese border to Eilat, passing through the Jordan Valley and along the Dead Sea.
  • E. Highway 11 (nearby connection)
    Highway 11 is a major transportation corridor in Saskatchewan that connects the cities of Saskatoon and Prince Albert and forms part of the key route between Regina and the province’s north.
  • 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: Ayalon Highway (via nearby interchanges)
Triple: [Kfar Shmaryahu, hasRoadAccess, Ayalon Highway (via nearby interchanges)]
Generated description
Ayalon Highway is a major north–south urban freeway running through the Tel Aviv metropolitan area, serving as one of Israel’s most important transportation arteries.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ayalon Highway (via nearby interchanges)
Target entity description: Ayalon Highway is a major north–south urban freeway running through the Tel Aviv metropolitan area, serving as one of Israel’s most important transportation arteries.
  • A. Highway 65 (Israel)
    Highway 65 (Israel) is a major intercity road in northern Israel that connects the coastal plain with the Galilee and Jezreel Valley regions.
  • B. Highway 85 (Israel)
    Highway 85 (Israel) is a major east–west roadway in northern Israel that connects the coastal plain with the Galilee and serves as a key route for regional traffic.
  • C. N2 highway (nearby)
    The N2 highway is a major national route along South Africa’s southern and eastern coast, connecting key cities and towns and serving as a primary transport corridor.
  • D. Highway 90 (Israel)
    Highway 90 (Israel) is a major north–south Israeli highway running the length of the country from the Lebanese border to Eilat, passing through the Jordan Valley and along the Dead Sea.
  • E. Highway 11 (nearby connection)
    Highway 11 is a major transportation corridor in Saskatchewan that connects the cities of Saskatoon and Prince Albert and forms part of the key route between Regina and the province’s north.
  • 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_69d87f2880b48190ae1a9673a3bbef80 completed April 10, 2026, 4:40 a.m.
NER Named-entity recognition batch_69e3263d260081909db9ac6016d5738a completed April 18, 2026, 6:35 a.m.
NED1 Entity disambiguation (via context triple) batch_6a00356cf44081909133b599cfe9ed4a completed May 10, 2026, 7:36 a.m.
NEDg Description generation batch_6a00369391a08190bb5521e2fcc839c6 completed May 10, 2026, 7:41 a.m.
NED2 Entity disambiguation (via description) batch_6a00374326948190ae039bc689054387 completed May 10, 2026, 7:44 a.m.
Created at: April 10, 2026, 5:08 a.m.