Triple

T7022578
Position Surface form Disambiguated ID Type / Status
Subject Cambridge urban grid E162862 entity
Predicate governedBy P46 FINISHED
Object City of Cambridge street design standards
The City of Cambridge street design standards are a set of municipal guidelines that shape how streets are planned, built, and modified to support safe, multimodal, and context-sensitive urban transportation within Cambridge.
E636735 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: City of Cambridge street design standards | Statement: [Cambridge urban grid, governedBy, City of Cambridge street design standards]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: City of Cambridge street design standards
Context triple: [Cambridge urban grid, governedBy, City of Cambridge street design standards]
  • A. Cambridge city centre street network
    Cambridge city centre street network is the interconnected system of historic streets, lanes, and pedestrian routes that forms the core urban layout of central Cambridge, England.
  • B. Cambridge urban grid
    Cambridge urban grid is the network of intersecting streets and blocks that organizes the layout and traffic flow of Cambridge, Massachusetts.
  • C. City of London street network
    The City of London street network is the dense, historic web of roads and lanes at the core of London’s financial district, characterized by medieval street patterns interwoven with modern thoroughfares.
  • D. New Jersey municipal street systems
    New Jersey municipal street systems are locally managed networks of streets and roads within individual towns and cities in New Jersey, separate from the county and state highway systems.
  • E. Halifax urban road network
    The Halifax urban road network is the system of streets, avenues, and arterial routes that supports everyday vehicular movement and connects key destinations throughout the Halifax Regional Municipality in Nova Scotia, Canada.
  • 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: City of Cambridge street design standards
Triple: [Cambridge urban grid, governedBy, City of Cambridge street design standards]
Generated description
The City of Cambridge street design standards are a set of municipal guidelines that shape how streets are planned, built, and modified to support safe, multimodal, and context-sensitive urban transportation within Cambridge.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: City of Cambridge street design standards
Target entity description: The City of Cambridge street design standards are a set of municipal guidelines that shape how streets are planned, built, and modified to support safe, multimodal, and context-sensitive urban transportation within Cambridge.
  • A. Cambridge city centre street network
    Cambridge city centre street network is the interconnected system of historic streets, lanes, and pedestrian routes that forms the core urban layout of central Cambridge, England.
  • B. Cambridge urban grid
    Cambridge urban grid is the network of intersecting streets and blocks that organizes the layout and traffic flow of Cambridge, Massachusetts.
  • C. City of London street network
    The City of London street network is the dense, historic web of roads and lanes at the core of London’s financial district, characterized by medieval street patterns interwoven with modern thoroughfares.
  • D. New Jersey municipal street systems
    New Jersey municipal street systems are locally managed networks of streets and roads within individual towns and cities in New Jersey, separate from the county and state highway systems.
  • E. Halifax urban road network
    The Halifax urban road network is the system of streets, avenues, and arterial routes that supports everyday vehicular movement and connects key destinations throughout the Halifax Regional Municipality in Nova Scotia, Canada.
  • 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_69c6885b26248190a857541e3d10e299 completed March 27, 2026, 1:38 p.m.
NER Named-entity recognition batch_69c6e1edf3608190b7ba0bfb85710e97 completed March 27, 2026, 8 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7757c87788190b09ced669b5c4d83 completed March 28, 2026, 6:30 a.m.
NEDg Description generation batch_69c7777be0d08190b6be22c72d2da12e completed March 28, 2026, 6:38 a.m.
NED2 Entity disambiguation (via description) batch_69c77851ace48190a2a4899181f3d14a completed March 28, 2026, 6:42 a.m.
Created at: March 27, 2026, 2:35 p.m.