Triple
T9217068
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | LADOT Transit |
E221267
|
entity |
| Predicate | hasService |
P182
|
FINISHED |
| Object |
LAnow
LAnow is an on-demand, shared-ride neighborhood transit service operated by LADOT Transit in Los Angeles.
|
E785611
|
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: LAnow | Statement: [LADOT Transit, hasService, LAnow]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: LAnow Context triple: [LADOT Transit, hasService, LAnow]
-
A.
Lasne
Lasne is a picturesque, affluent municipality in Walloon Brabant, Belgium, known for its rural character and high quality of life.
-
B.
Lavant
Lavant is a notable high-speed corner on the historic Goodwood Motor Circuit in West Sussex, England.
-
C.
Laus
Laus was an ancient Greek colony in southern Italy, founded by settlers from the wealthy city of Sybaris.
-
D.
Laja
Laja is a small Chilean city in the Biobío Region, known for its riverside setting and proximity to the Biobío River.
-
E.
Nowra
Nowra is a regional town in New South Wales, Australia, situated on the Shoalhaven River and serving as a commercial and administrative centre for the surrounding South Coast area.
- 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: LAnow Triple: [LADOT Transit, hasService, LAnow]
Generated description
LAnow is an on-demand, shared-ride neighborhood transit service operated by LADOT Transit in Los Angeles.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: LAnow Target entity description: LAnow is an on-demand, shared-ride neighborhood transit service operated by LADOT Transit in Los Angeles.
-
A.
Lasne
Lasne is a picturesque, affluent municipality in Walloon Brabant, Belgium, known for its rural character and high quality of life.
-
B.
Lavant
Lavant is a notable high-speed corner on the historic Goodwood Motor Circuit in West Sussex, England.
-
C.
Laus
Laus was an ancient Greek colony in southern Italy, founded by settlers from the wealthy city of Sybaris.
-
D.
Laja
Laja is a small Chilean city in the Biobío Region, known for its riverside setting and proximity to the Biobío River.
-
E.
Nowra
Nowra is a regional town in New South Wales, Australia, situated on the Shoalhaven River and serving as a commercial and administrative centre for the surrounding South Coast area.
- 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_69ca83eae42c8190a0ea9e040710a277 |
completed | March 30, 2026, 2:08 p.m. |
| NER | Named-entity recognition | batch_69ccda0ae3d081908ff3f5dab52df5ae |
completed | April 1, 2026, 8:40 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d0661c4c2c8190bc5be991a3a75f2b |
completed | April 4, 2026, 1:15 a.m. |
| NEDg | Description generation | batch_69d0678b89ac8190b807e1c3b457a503 |
completed | April 4, 2026, 1:21 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d0688d4c388190bb024b03cc86d08f |
completed | April 4, 2026, 1:25 a.m. |
Created at: March 30, 2026, 7:27 p.m.