Triple

T15891547
Position Surface form Disambiguated ID Type / Status
Subject National Freeway 5 E385335 entity
Predicate alsoKnownAs P39 FINISHED
Object Freeway 5
Freeway 5 is a major national freeway in Taiwan that forms part of the country’s primary north–south expressway network.
 E1183211 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: Freeway 5 | Statement: [National Freeway 5, alsoKnownAs, Freeway 5]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Freeway 5
Context triple: [National Freeway 5, alsoKnownAs, Freeway 5]
  • A. Freeway 5
    Freeway 5 is a major Iranian expressway that serves as a key route connecting Tehran with the nearby city of Karaj and facilitating heavy commuter and intercity traffic.
  • B. Freeway 2
    Freeway 2 is a major Iranian expressway that serves as a key route connecting Tehran with the nearby city of Karaj and points further west.
  • C. Freeway 1
    Freeway 1 is a major north–south expressway in Taiwan that connects key urban areas, including parts of New Taipei City such as Sanchong District.
  • D. Freeway 3A
    Freeway 3A is a spur route of Taiwan's National Freeway network that provides an important connector between urban Taipei-area districts and the main north–south freeway system.
  • E. Freeway 3
    Freeway 3 is a major north–south expressway in Taiwan that connects multiple cities and districts, including the Sanchong District in New Taipei.
  • 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: Freeway 5
Triple: [National Freeway 5, alsoKnownAs, Freeway 5]
Generated description
Freeway 5 is a major national freeway in Taiwan that forms part of the country’s primary north–south expressway network.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Freeway 5
Target entity description: Freeway 5 is a major national freeway in Taiwan that forms part of the country’s primary north–south expressway network.
  • A. Freeway 5
    Freeway 5 is a major Iranian expressway that serves as a key route connecting Tehran with the nearby city of Karaj and facilitating heavy commuter and intercity traffic.
  • B. Freeway 2
    Freeway 2 is a major Iranian expressway that serves as a key route connecting Tehran with the nearby city of Karaj and points further west.
  • C. Freeway 1
    Freeway 1 is a major north–south expressway in Taiwan that connects key urban areas, including parts of New Taipei City such as Sanchong District.
  • D. Freeway 3A
    Freeway 3A is a spur route of Taiwan's National Freeway network that provides an important connector between urban Taipei-area districts and the main north–south freeway system.
  • E. Freeway 3
    Freeway 3 is a major north–south expressway in Taiwan that connects multiple cities and districts, including the Sanchong District in New Taipei.
  • 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_69ffb047b6248190b6c11ef20636f50f completed May 9, 2026, 10:08 p.m.
NEDg Description generation batch_69ffb1bd6e8481908701dcc7f61989f2 completed May 9, 2026, 10:14 p.m.
NED2 Entity disambiguation (via description) batch_69ffb27b5840819090ae42bea2996072 completed May 9, 2026, 10:17 p.m.
Created at: April 10, 2026, 4:51 a.m.