Triple
T9600256
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Institute of Transportation Studies, UC Berkeley |
E231829
|
entity |
| Predicate | hasPart |
P35
|
FINISHED |
| Object |
California Partners for Advanced Transportation Technology
California Partners for Advanced Transportation Technology is a UC Berkeley research program focused on developing and evaluating innovative intelligent transportation systems and advanced vehicle and roadway technologies.
|
E808777
|
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: California Partners for Advanced Transportation Technology | Statement: [Institute of Transportation Studies, UC Berkeley, hasPart, California Partners for Advanced Transportation Technology]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: California Partners for Advanced Transportation Technology Context triple: [Institute of Transportation Studies, UC Berkeley, hasPart, California Partners for Advanced Transportation Technology]
-
A.
Advanced Step in Innovative Mobility
Advanced Step in Innovative Mobility (ASIMO) is Honda’s pioneering humanoid robot designed to demonstrate advanced bipedal locomotion and human–robot interaction capabilities.
-
B.
Safe, Accountable, Flexible, Efficient Transportation Equity Act: A Legacy for Users
The Safe, Accountable, Flexible, Efficient Transportation Equity Act: A Legacy for Users (SAFETEA-LU) is a major U.S. federal transportation funding and authorization law that set national policy and funding levels for highways, transit, and safety programs in the mid-2000s.
-
C.
METRANS Transportation Consortium
METRANS Transportation Consortium is a university-based research center focused on advancing transportation policy, planning, and management through interdisciplinary research and education.
-
D.
Dual System of Rapid Transit
The Dual System of Rapid Transit was an early 20th-century expansion and unification plan for New York City's subway network, implemented through joint contracts between the city and private transit companies.
-
E.
Centre for Collaboration with Transport Sector
The Centre for Collaboration with Transport Sector is a specialized unit within the Norwegian Institute of Public Health that focuses on coordinating research and initiatives related to health and safety in the transport sector.
- 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: California Partners for Advanced Transportation Technology Triple: [Institute of Transportation Studies, UC Berkeley, hasPart, California Partners for Advanced Transportation Technology]
Generated description
California Partners for Advanced Transportation Technology is a UC Berkeley research program focused on developing and evaluating innovative intelligent transportation systems and advanced vehicle and roadway technologies.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: California Partners for Advanced Transportation Technology Target entity description: California Partners for Advanced Transportation Technology is a UC Berkeley research program focused on developing and evaluating innovative intelligent transportation systems and advanced vehicle and roadway technologies.
-
A.
Advanced Step in Innovative Mobility
Advanced Step in Innovative Mobility (ASIMO) is Honda’s pioneering humanoid robot designed to demonstrate advanced bipedal locomotion and human–robot interaction capabilities.
-
B.
Safe, Accountable, Flexible, Efficient Transportation Equity Act: A Legacy for Users
The Safe, Accountable, Flexible, Efficient Transportation Equity Act: A Legacy for Users (SAFETEA-LU) is a major U.S. federal transportation funding and authorization law that set national policy and funding levels for highways, transit, and safety programs in the mid-2000s.
-
C.
METRANS Transportation Consortium
METRANS Transportation Consortium is a university-based research center focused on advancing transportation policy, planning, and management through interdisciplinary research and education.
-
D.
Dual System of Rapid Transit
The Dual System of Rapid Transit was an early 20th-century expansion and unification plan for New York City's subway network, implemented through joint contracts between the city and private transit companies.
-
E.
Centre for Collaboration with Transport Sector
The Centre for Collaboration with Transport Sector is a specialized unit within the Norwegian Institute of Public Health that focuses on coordinating research and initiatives related to health and safety in the transport sector.
- 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_69ca8484838c8190b2049199d22fef70 |
completed | March 30, 2026, 2:11 p.m. |
| NER | Named-entity recognition | batch_69cd9a3934d481908400a63335d644bd |
completed | April 1, 2026, 10:20 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d161a4a7ac81909060a929e5489512 |
completed | April 4, 2026, 7:08 p.m. |
| NEDg | Description generation | batch_69d16387182c8190bd2115dbffb31d5c |
completed | April 4, 2026, 7:16 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d163e654388190ba9b617e6fac18ad |
completed | April 4, 2026, 7:17 p.m. |
Created at: March 30, 2026, 8:07 p.m.