Triple
T24954894
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | City of Reading |
E624444
|
entity |
| Predicate | hasPublicTransitAgency |
P1288
|
FINISHED |
| Object |
Berks Area Regional Transportation Authority
The Berks Area Regional Transportation Authority is the public transit agency that operates bus and related transportation services throughout Reading, Pennsylvania and the surrounding Berks County region.
|
E1658130
|
NE FINISHED |
How this triple was built (2 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: Berks Area Regional Transportation Authority | Statement: [City of Reading, hasPublicTransitAgency, Berks Area Regional Transportation Authority]
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: Berks Area Regional Transportation Authority Triple: [City of Reading, hasPublicTransitAgency, Berks Area Regional Transportation Authority]
Generated description
The Berks Area Regional Transportation Authority is the public transit agency that operates bus and related transportation services throughout Reading, Pennsylvania and the surrounding Berks County region.
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_69e2ff23a3a88190b1b9743fe5e15f94 |
completed | April 18, 2026, 3:48 a.m. |
| NER | Named-entity recognition | batch_69f4240331848190a8419adaed32360e |
completed | May 1, 2026, 3:54 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a10334e44748190a6342b9888ee76d5 |
completed | May 22, 2026, 10:43 a.m. |
| NEDg | Description generation | batch_6a103420ed908190b7be8e1a8b82a85c |
completed | May 22, 2026, 10:46 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a1034aa0ed881909d877e1d9159b9d2 |
completed | May 22, 2026, 10:49 a.m. |
Created at: April 18, 2026, 5:57 a.m.