Triple

T7908724
Position Surface form Disambiguated ID Type / Status
Subject Istanbul road network E183643 entity
Predicate hasComponent P35 FINISHED
Object D020 highway
The D020 highway is a major Turkish roadway that forms part of Istanbul’s regional transport network, facilitating traffic between the city and its surrounding areas.
 E696658 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: D020 highway | Statement: [Istanbul road network, hasComponent, D020 highway]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: D020 highway
Context triple: [Istanbul road network, hasComponent, D020 highway]
  • A. D605 highway
    The D605 highway is a major Turkish road that runs through Kocaeli Province, connecting local towns and facilitating regional transportation.
  • B. D100 highway
    The D100 highway is a major east–west state road in Turkey that runs through key cities including İzmit, serving as an important intercity and regional transport route.
  • C. D21 road
    The D21 road is a regional route in eastern France that runs through the Haute-Savoie area, including crossing the Dranse river.
  • D. M-28 highway
    M-28 highway is a major east–west state trunkline in Michigan’s Upper Peninsula that serves as a key transportation route across the region.
  • E. D422 road
    The D422 road is a regional roadway in northeastern France that serves as a key connector for the town of Molsheim to the surrounding Alsace area.
  • 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: D020 highway
Triple: [Istanbul road network, hasComponent, D020 highway]
Generated description
The D020 highway is a major Turkish roadway that forms part of Istanbul’s regional transport network, facilitating traffic between the city and its surrounding areas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: D020 highway
Target entity description: The D020 highway is a major Turkish roadway that forms part of Istanbul’s regional transport network, facilitating traffic between the city and its surrounding areas.
  • A. D605 highway
    The D605 highway is a major Turkish road that runs through Kocaeli Province, connecting local towns and facilitating regional transportation.
  • B. D100 highway
    The D100 highway is a major east–west state road in Turkey that runs through key cities including İzmit, serving as an important intercity and regional transport route.
  • C. D21 road
    The D21 road is a regional route in eastern France that runs through the Haute-Savoie area, including crossing the Dranse river.
  • D. M-28 highway
    M-28 highway is a major east–west state trunkline in Michigan’s Upper Peninsula that serves as a key transportation route across the region.
  • E. D422 road
    The D422 road is a regional roadway in northeastern France that serves as a key connector for the town of Molsheim to the surrounding Alsace area.
  • 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_69ca828dec0c81908b8f55a4dbbb53ff completed March 30, 2026, 2:02 p.m.
NER Named-entity recognition batch_69cb3a5c85ac81908de2ca387826ea2f completed March 31, 2026, 3:07 a.m.
NED1 Entity disambiguation (via context triple) batch_69cb5bd0024c81909679a45612bcb1a7 completed March 31, 2026, 5:29 a.m.
NEDg Description generation batch_69cb5f1f864c819086d3a2b04061ead0 completed March 31, 2026, 5:43 a.m.
NED2 Entity disambiguation (via description) batch_69cb76aede388190a56e066c3302c35e completed March 31, 2026, 7:24 a.m.
Created at: March 30, 2026, 5:03 p.m.