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.