Triple

T22047221
Position Surface form Disambiguated ID Type / Status
Subject Umlazi E544792 entity
Predicate hasMajorRoad P385 FINISHED
Object M35 road
The M35 road is a regional route in South Africa that serves as a key connector for the township of Umlazi and surrounding areas within the eThekwini Metropolitan Municipality.
E1515280 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: M35 road | Statement: [Umlazi, hasMajorRoad, M35 road]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: M35 road
Context triple: [Umlazi, hasMajorRoad, M35 road]
  • A. M17 road
    The M17 road is a major north–south highway in Bosnia and Herzegovina that forms part of the European route network and connects key cities including Mostar and Sarajevo.
  • B. M19 road
    The M19 road is a regional route in South Africa that serves as a key connector between suburbs and major urban centers in the Durban metropolitan area.
  • C. M42 motorway
    The M42 motorway is a major orbital route in the West Midlands of England that helps divert traffic around Birmingham and connects several key motorways, including the M5, M6, and M40.
  • D. M53 motorway
    The M53 motorway is a major road in north-west England that connects the Wirral Peninsula to the M56 and the wider UK motorway network.
  • E. M45 motorway
    The M45 motorway is a short spur in England that connects the M1 motorway near Rugby to the A45, providing an alternative route toward Coventry and the West Midlands.
  • 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: M35 road
Triple: [Umlazi, hasMajorRoad, M35 road]
Generated description
The M35 road is a regional route in South Africa that serves as a key connector for the township of Umlazi and surrounding areas within the eThekwini Metropolitan Municipality.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: M35 road
Target entity description: The M35 road is a regional route in South Africa that serves as a key connector for the township of Umlazi and surrounding areas within the eThekwini Metropolitan Municipality.
  • A. M17 road
    The M17 road is a major north–south highway in Bosnia and Herzegovina that forms part of the European route network and connects key cities including Mostar and Sarajevo.
  • B. M19 road
    The M19 road is a regional route in South Africa that serves as a key connector between suburbs and major urban centers in the Durban metropolitan area.
  • C. M42 motorway
    The M42 motorway is a major orbital route in the West Midlands of England that helps divert traffic around Birmingham and connects several key motorways, including the M5, M6, and M40.
  • D. M53 motorway
    The M53 motorway is a major road in north-west England that connects the Wirral Peninsula to the M56 and the wider UK motorway network.
  • E. M45 motorway
    The M45 motorway is a short spur in England that connects the M1 motorway near Rugby to the A45, providing an alternative route toward Coventry and the West Midlands.
  • 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_69e11e32445c8190ab97089b48a130bb completed April 16, 2026, 5:36 p.m.
NER Named-entity recognition batch_69f12830c674819080254d77ee02bc9f completed April 28, 2026, 9:35 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0a7b7736708190bad46e7f44aeb18c completed May 18, 2026, 2:37 a.m.
NEDg Description generation batch_6a0a7c4736808190bd04e03adcb2d97b completed May 18, 2026, 2:41 a.m.
NED2 Entity disambiguation (via description) batch_6a0a7d80f9c08190b18e04b9e9cf47a5 completed May 18, 2026, 2:46 a.m.
Created at: April 16, 2026, 8:26 p.m.