Triple
T7613024
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kitchener Public Library |
E172288
|
entity |
| Predicate | hasDigitalCollection |
P4156
|
FINISHED |
| Object |
Hoopla
Hoopla is a digital media service that lets library patrons stream or download movies, TV shows, music, audiobooks, ebooks, and comics using their library card.
|
E677071
|
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: Hoopla | Statement: [Kitchener Public Library, hasDigitalCollection, Hoopla]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hoopla Context triple: [Kitchener Public Library, hasDigitalCollection, Hoopla]
-
A.
Overdrive
Overdrive is an action-packed heist film centered on high-end car thieves, starring Scott Eastwood.
-
B.
Flix
Flix is a small municipality in Catalonia, Spain, known for its location along a bend of the Ebro River and its historical industrial and hydroelectric activities.
-
C.
Flix
Flix is one of the official cartoon mascots created to represent and promote the UEFA Euro 2008 football championship.
-
D.
Hullabaloo
Hullabaloo was a 1960s American musical variety television show that featured popular rock and pop performers of the era.
-
E.
Wish
Wish is an e-commerce platform and mobile shopping app known for offering a wide variety of low-priced goods shipped directly from merchants, primarily in China, to consumers worldwide.
- 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: Hoopla Triple: [Kitchener Public Library, hasDigitalCollection, Hoopla]
Generated description
Hoopla is a digital media service that lets library patrons stream or download movies, TV shows, music, audiobooks, ebooks, and comics using their library card.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hoopla Target entity description: Hoopla is a digital media service that lets library patrons stream or download movies, TV shows, music, audiobooks, ebooks, and comics using their library card.
-
A.
Overdrive
Overdrive is an action-packed heist film centered on high-end car thieves, starring Scott Eastwood.
-
B.
Flix
Flix is one of the official cartoon mascots created to represent and promote the UEFA Euro 2008 football championship.
-
C.
Flix
Flix is a small municipality in Catalonia, Spain, known for its location along a bend of the Ebro River and its historical industrial and hydroelectric activities.
-
D.
Hullabaloo
Hullabaloo was a 1960s American musical variety television show that featured popular rock and pop performers of the era.
-
E.
Wish
Wish is an e-commerce platform and mobile shopping app known for offering a wide variety of low-priced goods shipped directly from merchants, primarily in China, to consumers worldwide.
- 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_69c6994f50808190ba228764bb422417 |
completed | March 27, 2026, 2:50 p.m. |
| NER | Named-entity recognition | batch_69c6fa23981c81908168ac0ac9add5d8 |
completed | March 27, 2026, 9:44 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c86868dce08190b31229ff2e06fe0c |
completed | March 28, 2026, 11:46 p.m. |
| NEDg | Description generation | batch_69c8690ef840819082ecaa16b5cf3f0c |
completed | March 28, 2026, 11:49 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c86b70a51c819091590ff094e6e784 |
completed | March 28, 2026, 11:59 p.m. |
Created at: March 27, 2026, 3:55 p.m.