Triple

T9833278
Position Surface form Disambiguated ID Type / Status
Subject Guangzhou BRT E239038 entity
Predicate designConsultant P90238 FINISHED
Object ITDP
ITDP (Institute for Transportation and Development Policy) is an international nonprofit organization that promotes sustainable and equitable urban mobility solutions, including bus rapid transit systems, around the world.
E824404 NE FINISHED

How this triple was built (5 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: ITDP | Statement: [Guangzhou BRT, designConsultant, ITDP]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: ITDP
Context triple: [Guangzhou BRT, designConsultant, ITDP]
  • A. ITD
    ITD is the state agency responsible for planning, building, and maintaining Idaho’s transportation infrastructure, including highways and related systems.
  • B. TCDP
    TCDP is a specialized committee within the IEEE Computer Society that focuses on advancing research, standards, and community activities in distributed computing and distributed systems.
  • C. TOD
    TOD is the National Rail station code for Todmorden railway station in West Yorkshire, England.
  • D. EIT Urban Mobility
    EIT Urban Mobility is a European innovation initiative that brings together cities, industry, academia, and citizens to develop and scale solutions for more sustainable and efficient urban transport and mobility systems.
  • E. IPTO
    IPTO, the Information Processing Techniques Office, was a pioneering ARPA/DARPA program office that funded and guided early research in interactive computing, time-sharing, and the ARPANET, laying foundations for modern computer science and the internet.
  • 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: ITDP
Triple: [Guangzhou BRT, designConsultant, ITDP]
Generated description
ITDP (Institute for Transportation and Development Policy) is an international nonprofit organization that promotes sustainable and equitable urban mobility solutions, including bus rapid transit systems, around the world.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: ITDP
Target entity description: ITDP (Institute for Transportation and Development Policy) is an international nonprofit organization that promotes sustainable and equitable urban mobility solutions, including bus rapid transit systems, around the world.
  • A. ITD
    ITD is the state agency responsible for planning, building, and maintaining Idaho’s transportation infrastructure, including highways and related systems.
  • B. TCDP
    TCDP is a specialized committee within the IEEE Computer Society that focuses on advancing research, standards, and community activities in distributed computing and distributed systems.
  • C. TOD
    TOD is the National Rail station code for Todmorden railway station in West Yorkshire, England.
  • D. EIT Urban Mobility
    EIT Urban Mobility is a European innovation initiative that brings together cities, industry, academia, and citizens to develop and scale solutions for more sustainable and efficient urban transport and mobility systems.
  • E. IPTO
    IPTO, the Information Processing Techniques Office, was a pioneering ARPA/DARPA program office that funded and guided early research in interactive computing, time-sharing, and the ARPANET, laying foundations for modern computer science and the internet.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: designConsultant
Context triple: [Guangzhou BRT, designConsultant, ITDP]
  • A. designLead
    Indicates that one entity serves as the primary designer or person in charge of leading the design work for another entity or project.
  • B. designBureau
    Indicates that an entity functions as a design bureau responsible for planning, developing, or engineering designs for another entity or project.
  • C. designIntent
    Indicates the underlying purpose, rationale, or functional goal that guided the creation or configuration of something.
  • D. designUse
    Indicates that one entity is used as a design basis, purpose, or intended functional use for another entity.
  • E. architecturalPlanner
    Indicates a relationship where an entity is responsible for designing, organizing, or planning the architectural structure or layout of another entity.
  • F. None of above. chosen

Provenance (7 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_69ca84e314108190978324a4bdb959f8 completed March 30, 2026, 2:12 p.m.
NER Named-entity recognition batch_69cdb336bfc4819084f0d4d6d1867484 completed April 2, 2026, 12:07 a.m.
NED1 Entity disambiguation (via context triple) batch_69d1d5c448388190818e4cc5e3a42dfc completed April 5, 2026, 3:23 a.m.
NEDg Description generation batch_69d1d6affc3c8190839a4db8f4271309 completed April 5, 2026, 3:27 a.m.
NED2 Entity disambiguation (via description) batch_69d1d772de00819089eed8be9f5ce3ce completed April 5, 2026, 3:30 a.m.
PD Predicate disambiguation batch_69cd03e30bc08190816c0a6d29c21b0f completed April 1, 2026, 11:39 a.m.
PDg Predicate description generation batch_69cd06abc9248190a506b64e9c516d03 completed April 1, 2026, 11:51 a.m.
Created at: March 30, 2026, 8:32 p.m.