Triple
T20937098
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Murray Bauman |
E515613
|
entity |
| Predicate | worksWith |
P398
|
FINISHED |
| Object |
Hopper and Joyce
Hopper and Joyce are key characters in the television series "Stranger Things," known for their partnership in uncovering and combating the supernatural threats plaguing the town of Hawkins.
|
E1458286
|
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: Hopper and Joyce | Statement: [Murray Bauman, worksWith, Hopper and Joyce]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hopper and Joyce Context triple: [Murray Bauman, worksWith, Hopper and Joyce]
-
A.
Hopper Penn
Hopper Penn is an American actor and model, best known as the son of actors Sean Penn and Robin Wright and for his roles in independent films.
-
B.
Nichols and May
Nichols and May was a groundbreaking American comedy duo of Mike Nichols and Elaine May, celebrated for their sharp, sophisticated improvisational sketches in the late 1950s and early 1960s.
-
C.
Bliss and Faville
Bliss and Faville was an early 20th-century American architectural firm known for designing prominent Beaux-Arts and classical revival buildings, particularly in San Francisco.
-
D.
Bernard and Doris
Bernard and Doris is a 2006 biographical drama film that explores the complex relationship between tobacco heiress Doris Duke and her butler Bernard Lafferty.
-
E.
Deems
Deems is the surname of Barrett Deems, an American jazz drummer best known for his work with Louis Armstrong.
- 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: Hopper and Joyce Triple: [Murray Bauman, worksWith, Hopper and Joyce]
Generated description
Hopper and Joyce are key characters in the television series "Stranger Things," known for their partnership in uncovering and combating the supernatural threats plaguing the town of Hawkins.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hopper and Joyce Target entity description: Hopper and Joyce are key characters in the television series "Stranger Things," known for their partnership in uncovering and combating the supernatural threats plaguing the town of Hawkins.
-
A.
Hopper Penn
Hopper Penn is an American actor and model, best known as the son of actors Sean Penn and Robin Wright and for his roles in independent films.
-
B.
Nichols and May
Nichols and May was a groundbreaking American comedy duo of Mike Nichols and Elaine May, celebrated for their sharp, sophisticated improvisational sketches in the late 1950s and early 1960s.
-
C.
Bliss and Faville
Bliss and Faville was an early 20th-century American architectural firm known for designing prominent Beaux-Arts and classical revival buildings, particularly in San Francisco.
-
D.
Bernard and Doris
Bernard and Doris is a 2006 biographical drama film that explores the complex relationship between tobacco heiress Doris Duke and her butler Bernard Lafferty.
-
E.
Deems
Deems is the surname of Barrett Deems, an American jazz drummer best known for his work with Louis Armstrong.
- 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_69e0b4fc13408190b06868df03c5c29b |
completed | April 16, 2026, 10:07 a.m. |
| NER | Named-entity recognition | batch_69e6f9534cd48190a86665fb1df6b077 |
completed | April 21, 2026, 4:13 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a091fd48254819087ec2fd127b76670 |
completed | May 17, 2026, 1:54 a.m. |
| NEDg | Description generation | batch_6a0921692ed481908b270da66f0c884b |
completed | May 17, 2026, 2:01 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0921f0b2b88190976611d53068db80 |
completed | May 17, 2026, 2:03 a.m. |
Created at: April 16, 2026, 12:49 p.m.