Triple

T3951172
Position Surface form Disambiguated ID Type / Status
Subject A2 coastal highway E84867 entity
Predicate hasJunctionWith P1018 FINISHED
Object A4 highway
The A4 highway is a major road route that connects with the A2 coastal highway, serving as an important link in the regional transportation network.
E562359 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: A4 highway | Statement: [A2 coastal highway, hasJunctionWith, A4 highway]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: A4 highway
Context triple: [A2 coastal highway, hasJunctionWith, A4 highway]
  • A. A3 highway
    The A3 highway is a major Nigerian roadway that runs through several northern states, including Bauchi, serving as an important regional transport corridor.
  • B. A3 highway
    The A3 highway is a major roadway in Zimbabwe that serves as a key transport route linking the city of Mutare with other important regions and border crossings.
  • C. A2 highway
    The A2 highway is a major roadway in Nigeria that serves as a key transport corridor connecting Kaduna with other important cities and regions.
  • D. A1 highway
    The A1 highway is a major north–south road in Botswana that connects key cities including Francistown and serves as a primary route for regional and cross-border traffic.
  • E. A8 motorway
    The A8 motorway is a major French highway in the Provence-Alpes-Côte d'Azur region that connects cities along the Mediterranean coast, including linking the Italian border area to Aix-en-Provence.
  • 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: A4 highway
Triple: [A2 coastal highway, hasJunctionWith, A4 highway]
Generated description
The A4 highway is a major road route that connects with the A2 coastal highway, serving as an important link in the regional transportation network.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: A4 highway
Target entity description: The A4 highway is a major road route that connects with the A2 coastal highway, serving as an important link in the regional transportation network.
  • A. A3 highway
    The A3 highway is a major Nigerian roadway that runs through several northern states, including Bauchi, serving as an important regional transport corridor.
  • B. A3 highway
    The A3 highway is a major roadway in Zimbabwe that serves as a key transport route linking the city of Mutare with other important regions and border crossings.
  • C. A2 highway
    The A2 highway is a major roadway in Nigeria that serves as a key transport corridor connecting Kaduna with other important cities and regions.
  • D. A1 highway
    The A1 highway is a major north–south road in Botswana that connects key cities including Francistown and serves as a primary route for regional and cross-border traffic.
  • E. A8 motorway
    The A8 motorway is a major French highway in the Provence-Alpes-Côte d'Azur region that connects cities along the Mediterranean coast, including linking the Italian border area to Aix-en-Provence.
  • 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_69aed934fbfc8190847068e4546de963 completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aef9384cdc8190ad89b32dc25ac1d7 completed March 9, 2026, 4:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69c10791159c81909b91cd5beb962e39 completed March 23, 2026, 9:27 a.m.
NEDg Description generation batch_69c109f1ca4c819090da3ac4c9aa8b07 completed March 23, 2026, 9:37 a.m.
NED2 Entity disambiguation (via description) batch_69c10a4bb2348190a5f1faf28aecf522 completed March 23, 2026, 9:39 a.m.
Created at: March 9, 2026, 3:30 p.m.