Triple

T15891548
Position Surface form Disambiguated ID Type / Status
Subject National Freeway 5 E385335 entity
Predicate alsoKnownAs P39 FINISHED
Object National Highway No. 5
National Highway No. 5 is a major Taiwanese expressway that connects the Taipei area with Yilan through extensive tunnels and mountain routes.
 E1320035 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: National Highway No. 5 | Statement: [National Freeway 5, alsoKnownAs, National Highway No. 5]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: National Highway No. 5
Context triple: [National Freeway 5, alsoKnownAs, National Highway No. 5]
  • A. National Highway 55
    National Highway 55 is a major Indian roadway in Odisha that serves as a key transport corridor linking Cuttack with other important regional destinations.
  • B. National Highway No. 3
    National Highway No. 3 is a major north–south freeway in Taiwan that forms part of the island’s primary expressway network.
  • C. National Highway 2
    National Highway 2 is a major Indian roadway that connects key cities in the northeastern region, serving as an important route for trade and travel through Manipur and neighboring states.
  • D. National Highway 2
    National Highway 2 is a major roadway in northern Vietnam that connects Hanoi with several provinces to the northwest, serving as an important route for regional transport and trade.
  • E. National Highway 2
    National Highway 2 was a former Australian national highway route designation that once applied to the corridor now known as the Ipswich Motorway and associated connecting roads.
  • 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: National Highway No. 5
Triple: [National Freeway 5, alsoKnownAs, National Highway No. 5]
Generated description
National Highway No. 5 is a major Taiwanese expressway that connects the Taipei area with Yilan through extensive tunnels and mountain routes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: National Highway No. 5
Target entity description: National Highway No. 5 is a major Taiwanese expressway that connects the Taipei area with Yilan through extensive tunnels and mountain routes.
  • A. National Highway 55
    National Highway 55 is a major Indian roadway in Odisha that serves as a key transport corridor linking Cuttack with other important regional destinations.
  • B. National Highway No. 3
    National Highway No. 3 is a major north–south freeway in Taiwan that forms part of the island’s primary expressway network.
  • C. National Highway 2
    National Highway 2 is a major Indian roadway that connects key cities in the northeastern region, serving as an important route for trade and travel through Manipur and neighboring states.
  • D. National Highway 2
    National Highway 2 is a major roadway in northern Vietnam that connects Hanoi with several provinces to the northwest, serving as an important route for regional transport and trade.
  • E. National Highway 2
    National Highway 2 was a former Australian national highway route designation that once applied to the corridor now known as the Ipswich Motorway and associated connecting roads.
  • 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_69d86da5b800819083a31be937d738b0 completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e1561f515081908ba4e68e1347a881 completed April 16, 2026, 9:35 p.m.
NED1 Entity disambiguation (via context triple) batch_6a03cc075a1881909fef72945e47d68a completed May 13, 2026, 12:55 a.m.
NEDg Description generation batch_6a03cfe2e23c8190bc49aa82debf5367 completed May 13, 2026, 1:12 a.m.
NED2 Entity disambiguation (via description) batch_6a03d04dd0a88190b308c4a2c649f687 completed May 13, 2026, 1:13 a.m.
Created at: April 10, 2026, 4:51 a.m.