Triple
T956723
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Stranger Things |
E20640
|
entity |
| Predicate | mainCharacter |
P1183
|
FINISHED |
| Object |
Jim Hopper
Jim Hopper is a gruff but deeply caring small-town police chief who becomes a central protector of the children and supernatural secrets in the series "Stranger Things."
|
E112806
|
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: Jim Hopper | Statement: [Stranger Things, mainCharacter, Jim Hopper]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Jim Hopper Context triple: [Stranger Things, mainCharacter, Jim Hopper]
-
A.
Opie Winston
Opie Winston is a central member of the Sons of Anarchy Motorcycle Club and Jax Teller’s loyal best friend in the television series "Sons of Anarchy."
-
B.
Daryl Dixon (character)
Daryl Dixon is a skilled, crossbow-wielding survivor and fan-favorite character from the television series "The Walking Dead."
-
C.
James Crabe
James Crabe was an American cinematographer best known for his work on influential films of the 1970s and 1980s, including the original Rocky.
-
D.
Hudson Fysh
Hudson Fysh was an Australian aviator and businessman best known as a co-founder and long-serving leader of Qantas, helping to establish it as a major international airline.
-
E.
Spencer Rivers
Spencer Rivers is the son of American sportscaster and former NBA player Doc Rivers.
- 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: Jim Hopper Triple: [Stranger Things, mainCharacter, Jim Hopper]
Generated description
Jim Hopper is a gruff but deeply caring small-town police chief who becomes a central protector of the children and supernatural secrets in the series "Stranger Things."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Jim Hopper Target entity description: Jim Hopper is a gruff but deeply caring small-town police chief who becomes a central protector of the children and supernatural secrets in the series "Stranger Things."
-
A.
Opie Winston
Opie Winston is a central member of the Sons of Anarchy Motorcycle Club and Jax Teller’s loyal best friend in the television series "Sons of Anarchy."
-
B.
Daryl Dixon (character)
Daryl Dixon is a skilled, crossbow-wielding survivor and fan-favorite character from the television series "The Walking Dead."
-
C.
James Crabe
James Crabe was an American cinematographer best known for his work on influential films of the 1970s and 1980s, including the original Rocky.
-
D.
Hudson Fysh
Hudson Fysh was an Australian aviator and businessman best known as a co-founder and long-serving leader of Qantas, helping to establish it as a major international airline.
-
E.
Spencer Rivers
Spencer Rivers is the son of American sportscaster and former NBA player Doc Rivers.
- 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_69a493b21f2881908132dcf45dcd2f36 |
completed | March 1, 2026, 7:29 p.m. |
| NER | Named-entity recognition | batch_69a4b3f981bc819098125554eeeb6375 |
completed | March 1, 2026, 9:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a933b00a58819084164f3dd3ecb070 |
completed | March 5, 2026, 7:41 a.m. |
| NEDg | Description generation | batch_69a963a788f08190b8849631db63bf00 |
completed | March 5, 2026, 11:06 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ac0da2d24881909e6f67cc9951efd2 |
completed | March 7, 2026, 11:36 a.m. |
Created at: March 1, 2026, 7:40 p.m.