Triple
T21275341
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Larry Kline |
E524372
|
entity |
| Predicate | firstAppearance |
P795
|
FINISHED |
| Object |
Stranger Things season 3, episode 1
"Stranger Things" season 3, episode 1 is the premiere episode of the third season of the Netflix sci-fi horror series, set in the summer of 1985 as the characters face new supernatural threats amid the opening of the Starcourt Mall in Hawkins.
|
E1392406
|
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: Stranger Things season 3, episode 1 | Statement: [Larry Kline, firstAppearance, Stranger Things season 3, episode 1]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Stranger Things season 3, episode 1 Context triple: [Larry Kline, firstAppearance, Stranger Things season 3, episode 1]
-
A.
Stranger Things season 4, episode 1
Stranger Things season 4, episode 1 is the premiere episode of the fourth season of the sci-fi horror series, reintroducing the characters after a time jump and setting up new supernatural threats in Hawkins and beyond.
-
B.
Stranger Things Season 1 Episode 1
Stranger Things Season 1 Episode 1 is the series premiere of the Netflix sci-fi horror drama Stranger Things, introducing the town of Hawkins, its core characters, and the mysterious events that launch the show's central storyline.
-
C.
Stranger Things Season 3
Stranger Things Season 3 is the third installment of the popular Netflix sci-fi horror series, continuing the story of Hawkins, Indiana, in the summer of 1985 as the characters face new supernatural threats tied to the Upside Down.
-
D.
Stranger Things S3E8 "Chapter Eight: The Battle of Starcourt"
Stranger Things S3E8 "Chapter Eight: The Battle of Starcourt" is the explosive season three finale in which the characters face off against the Mind Flayer in and around the Starcourt Mall, leading to major sacrifices and a dramatic shift in the town of Hawkins.
-
E.
Stranger Things Season 2, Episode 6 "The Spy"
The Demodog is a juvenile, quadrupedal stage of the Demogorgon creature from Stranger Things, known for its pack behavior, predatory ferocity, and role as a major threat in the series' second season.
- 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: Stranger Things season 3, episode 1 Triple: [Larry Kline, firstAppearance, Stranger Things season 3, episode 1]
Generated description
"Stranger Things" season 3, episode 1 is the premiere episode of the third season of the Netflix sci-fi horror series, set in the summer of 1985 as the characters face new supernatural threats amid the opening of the Starcourt Mall in Hawkins.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Stranger Things season 3, episode 1 Target entity description: "Stranger Things" season 3, episode 1 is the premiere episode of the third season of the Netflix sci-fi horror series, set in the summer of 1985 as the characters face new supernatural threats amid the opening of the Starcourt Mall in Hawkins.
-
A.
Stranger Things season 4, episode 1
Stranger Things season 4, episode 1 is the premiere episode of the fourth season of the sci-fi horror series, reintroducing the characters after a time jump and setting up new supernatural threats in Hawkins and beyond.
-
B.
Stranger Things Season 1 Episode 1
Stranger Things Season 1 Episode 1 is the series premiere of the Netflix sci-fi horror drama Stranger Things, introducing the town of Hawkins, its core characters, and the mysterious events that launch the show's central storyline.
-
C.
Stranger Things Season 3
chosen
Stranger Things Season 3 is the third installment of the popular Netflix sci-fi horror series, continuing the story of Hawkins, Indiana, in the summer of 1985 as the characters face new supernatural threats tied to the Upside Down.
-
D.
Stranger Things S3E8 "Chapter Eight: The Battle of Starcourt"
Stranger Things S3E8 "Chapter Eight: The Battle of Starcourt" is the explosive season three finale in which the characters face off against the Mind Flayer in and around the Starcourt Mall, leading to major sacrifices and a dramatic shift in the town of Hawkins.
-
E.
Stranger Things Season 2, Episode 6 "The Spy"
The Demodog is a juvenile, quadrupedal stage of the Demogorgon creature from Stranger Things, known for its pack behavior, predatory ferocity, and role as a major threat in the series' second season.
- F. None of above.
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_69e0b516293c819089458ea2ec85f85e |
completed | April 16, 2026, 10:08 a.m. |
| NER | Named-entity recognition | batch_69e7365627a081908caea09097cca354 |
completed | April 21, 2026, 8:33 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0997ff61748190b8acf7b0f8a49372 |
completed | May 17, 2026, 10:27 a.m. |
| NEDg | Description generation | batch_6a0999bbbf408190b62ce8fe1e724c2c |
completed | May 17, 2026, 10:34 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a099a2edafc8190bc70076bbd8d4f09 |
completed | May 17, 2026, 10:36 a.m. |
Created at: April 16, 2026, 4:02 p.m.