Triple
T2704329
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | PBS Digital Studios |
E59306
|
entity |
| Predicate | notableSeries |
P3199
|
FINISHED |
| Object |
Crash Course
Crash Course is an educational YouTube series that offers fast-paced, engaging video lessons on a wide range of academic subjects.
|
E290282
|
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: Crash Course | Statement: [PBS Digital Studios, notableSeries, Crash Course]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Crash Course Context triple: [PBS Digital Studios, notableSeries, Crash Course]
-
A.
The Vine
The Vine is a public transit service brand used by C-TRAN for its bus and related transportation services in the Vancouver, Washington area.
-
B.
Blitzkrieg Bop
"Blitzkrieg Bop" is a seminal 1976 punk rock song by the Ramones, known for its catchy "Hey! Ho! Let's go!" chant and status as one of the genre's defining anthems.
-
C.
Beyond the Crash
Beyond the Crash is a book by former UK Prime Minister Gordon Brown analyzing the causes of the 2008 global financial crisis and proposing reforms for the world economy.
-
D.
The Dropout
The Dropout is a Hulu limited series dramatizing the rise and fall of Theranos founder Elizabeth Holmes and the biotech fraud scandal surrounding her company.
-
E.
Night School
Night School is a 2018 American comedy film starring Kevin Hart as an adult returning to school to earn his GED, leading to a series of humorous misadventures.
- 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: Crash Course Triple: [PBS Digital Studios, notableSeries, Crash Course]
Generated description
Crash Course is an educational YouTube series that offers fast-paced, engaging video lessons on a wide range of academic subjects.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Crash Course Target entity description: Crash Course is an educational YouTube series that offers fast-paced, engaging video lessons on a wide range of academic subjects.
-
A.
The Vine
The Vine is a public transit service brand used by C-TRAN for its bus and related transportation services in the Vancouver, Washington area.
-
B.
Blitzkrieg Bop
"Blitzkrieg Bop" is a seminal 1976 punk rock song by the Ramones, known for its catchy "Hey! Ho! Let's go!" chant and status as one of the genre's defining anthems.
-
C.
Beyond the Crash
Beyond the Crash is a book by former UK Prime Minister Gordon Brown analyzing the causes of the 2008 global financial crisis and proposing reforms for the world economy.
-
D.
The Dropout
The Dropout is a Hulu limited series dramatizing the rise and fall of Theranos founder Elizabeth Holmes and the biotech fraud scandal surrounding her company.
-
E.
Night School
Night School is a 2018 American comedy film starring Kevin Hart as an adult returning to school to earn his GED, leading to a series of humorous misadventures.
- 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_69ab4ac66bc88190b9e4afa5fc843f72 |
completed | March 6, 2026, 9:44 p.m. |
| NER | Named-entity recognition | batch_69abda518c58819096c8b67c0f754655 |
completed | March 7, 2026, 7:57 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69afaf79c8648190a9041dd2903a1429 |
completed | March 10, 2026, 5:43 a.m. |
| NEDg | Description generation | batch_69afb002b86881909401e1bec24b76bf |
completed | March 10, 2026, 5:45 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69afb0e906f88190b182cbfe81122eed |
completed | March 10, 2026, 5:49 a.m. |
Created at: March 6, 2026, 9:55 p.m.