Triple
T3710127
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | North County Transit District |
E80989
|
entity |
| Predicate | operates |
P24
|
FINISHED |
| Object |
FLEX
FLEX is a flexible, demand-responsive bus service operated by the North County Transit District in northern San Diego County, California.
|
E381793
|
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: FLEX | Statement: [North County Transit District, operates, FLEX]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: FLEX Context triple: [North County Transit District, operates, FLEX]
-
A.
Flex
Flex is an open-source software development framework originally created by Macromedia for building rich internet applications that run in the Adobe Flash Player.
-
B.
Echo Flex
Echo Flex is a compact, plug-in smart speaker from Amazon’s Echo line designed to provide Alexa voice assistant capabilities in small spaces like hallways, bathrooms, and kitchens.
-
C.
Flex the Falcon
Flex the Falcon is the energetic falcon mascot representing Bentley University at its athletic events and campus activities.
-
D.
Renflexis
Renflexis is a biosimilar version of the monoclonal antibody infliximab, used to treat autoimmune conditions such as rheumatoid arthritis, Crohn’s disease, and ulcerative colitis.
-
E.
FFD
FFD is the IATA airport code for RAF Fairford, a Royal Air Force station in Gloucestershire, England, used by both the UK and United States air forces and known for hosting major airshows.
- 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: FLEX Triple: [North County Transit District, operates, FLEX]
Generated description
FLEX is a flexible, demand-responsive bus service operated by the North County Transit District in northern San Diego County, California.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: FLEX Target entity description: FLEX is a flexible, demand-responsive bus service operated by the North County Transit District in northern San Diego County, California.
-
A.
Flex
Flex is an open-source software development framework originally created by Macromedia for building rich internet applications that run in the Adobe Flash Player.
-
B.
Echo Flex
Echo Flex is a compact, plug-in smart speaker from Amazon’s Echo line designed to provide Alexa voice assistant capabilities in small spaces like hallways, bathrooms, and kitchens.
-
C.
Flex the Falcon
Flex the Falcon is the energetic falcon mascot representing Bentley University at its athletic events and campus activities.
-
D.
Renflexis
Renflexis is a biosimilar version of the monoclonal antibody infliximab, used to treat autoimmune conditions such as rheumatoid arthritis, Crohn’s disease, and ulcerative colitis.
-
E.
FFD
FFD is the IATA airport code for RAF Fairford, a Royal Air Force station in Gloucestershire, England, used by both the UK and United States air forces and known for hosting major airshows.
- 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_69ad8b1793888190a5f70e4b21dc05a1 |
completed | March 8, 2026, 2:43 p.m. |
| NER | Named-entity recognition | batch_69adc584b86c8190ba1a1073da440b07 |
completed | March 8, 2026, 6:52 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b4ce052660819089ad899a20b8a720 |
completed | March 14, 2026, 2:55 a.m. |
| NEDg | Description generation | batch_69b4cf85b968819085dad34a80767984 |
completed | March 14, 2026, 3:01 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b4cfecf2bc8190afb3bd8ebfd3cc64 |
completed | March 14, 2026, 3:03 a.m. |
Created at: March 8, 2026, 3:33 p.m.