Triple
T19454271
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Billy Hargrove |
E486695
|
entity |
| Predicate | firstAppearance |
P795
|
FINISHED |
| Object |
Stranger Things season 2
Stranger Things season 2 is the second season of the popular Netflix science fiction-horror series, continuing the story of Hawkins, Indiana as its characters confront new supernatural threats from the Upside Down.
|
E20640
|
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 2 | Statement: [Billy Hargrove, firstAppearance, Stranger Things season 2]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Stranger Things season 2 Context triple: [Billy Hargrove, firstAppearance, Stranger Things season 2]
-
A.
Stranger Things
Stranger Things is a popular science fiction–horror television series set in the 1980s that follows a group of kids in a small town confronting supernatural forces and secret government experiments.
-
B.
Stranger Things
"Stranger Things" is a 1989 album by American singer-songwriter Edie Brickell, showcasing her blend of folk, rock, and pop influences.
-
C.
Stranger Things Season 2 score
The Stranger Things Season 2 score is the atmospheric, synth-driven soundtrack to the second season of the Netflix sci-fi horror series, expanding on the show’s retro 1980s soundscape with darker, more cinematic themes.
-
D.
Stranger Things S02E01 "MADMAX"
The Palace Arcade is a retro-style video game arcade in Hawkins that becomes a popular hangout spot for the kids in Stranger Things.
-
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 2 Triple: [Billy Hargrove, firstAppearance, Stranger Things season 2]
Generated description
Stranger Things season 2 is the second season of the popular Netflix science fiction-horror series, continuing the story of Hawkins, Indiana as its characters confront new supernatural threats from the Upside Down.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Stranger Things season 2 Target entity description: Stranger Things season 2 is the second season of the popular Netflix science fiction-horror series, continuing the story of Hawkins, Indiana as its characters confront new supernatural threats from the Upside Down.
-
A.
Stranger Things
chosen
Stranger Things is a popular science fiction–horror television series set in the 1980s that follows a group of kids in a small town confronting supernatural forces and secret government experiments.
-
B.
Stranger Things
"Stranger Things" is a 1989 album by American singer-songwriter Edie Brickell, showcasing her blend of folk, rock, and pop influences.
-
C.
Stranger Things Season 2 score
The Stranger Things Season 2 score is the atmospheric, synth-driven soundtrack to the second season of the Netflix sci-fi horror series, expanding on the show’s retro 1980s soundscape with darker, more cinematic themes.
-
D.
Stranger Things S02E01 "MADMAX"
The Palace Arcade is a retro-style video game arcade in Hawkins that becomes a popular hangout spot for the kids in Stranger Things.
-
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_69d8e8d86d608190bd199a98d0297f27 |
completed | April 10, 2026, 12:11 p.m. |
| NER | Named-entity recognition | batch_69e633c117ac8190a38c01c3191beaea |
completed | April 20, 2026, 2:10 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a07470ff794819098bb55f51cd32c4b |
completed | May 15, 2026, 4:17 p.m. |
| NEDg | Description generation | batch_6a0747f6b1d48190a3e70576ddb4feb2 |
completed | May 15, 2026, 4:21 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a07492259488190a8c405598f9c8878 |
completed | May 15, 2026, 4:26 p.m. |
Created at: April 10, 2026, 1:38 p.m.