Triple
T9729112
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Madison Russell |
E235691
|
entity |
| Predicate | worksWith |
P398
|
FINISHED |
| Object |
Bernie Hayes
Bernie Hayes is a character in the MonsterVerse franchise, depicted as a conspiracy theorist and former Apex Cybernetics technician who assists Madison Russell in uncovering the corporation’s secrets.
|
E817483
|
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: Bernie Hayes | Statement: [Madison Russell, worksWith, Bernie Hayes]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bernie Hayes Context triple: [Madison Russell, worksWith, Bernie Hayes]
-
A.
Paul Benedict
Paul Benedict was an American character actor best known for his comedic roles on television and in film, including his portrayal of the eccentric English neighbor Harry Bentley on the sitcom "The Jeffersons."
-
B.
John Larroquette
John Larroquette is an American actor and comedian best known for his Emmy-winning role on "Night Court" and prominent performances in both television and film.
-
C.
Ted Baxter
Ted Baxter is a vain, bumbling, and egotistical TV news anchor who serves as a major comic figure on the classic sitcom "The Mary Tyler Moore Show."
-
D.
Rob Mitchell
Rob Mitchell was a British music executive best known as a co-founder of the influential electronic music label Warp Records.
-
E.
Frasier Crane
Frasier Crane is a fictional, intellectually inclined and often neurotic psychiatrist best known as the central character in the television sitcom "Frasier," originally introduced on "Cheers."
- 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: Bernie Hayes Triple: [Madison Russell, worksWith, Bernie Hayes]
Generated description
Bernie Hayes is a character in the MonsterVerse franchise, depicted as a conspiracy theorist and former Apex Cybernetics technician who assists Madison Russell in uncovering the corporation’s secrets.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bernie Hayes Target entity description: Bernie Hayes is a character in the MonsterVerse franchise, depicted as a conspiracy theorist and former Apex Cybernetics technician who assists Madison Russell in uncovering the corporation’s secrets.
-
A.
Paul Benedict
Paul Benedict was an American character actor best known for his comedic roles on television and in film, including his portrayal of the eccentric English neighbor Harry Bentley on the sitcom "The Jeffersons."
-
B.
John Larroquette
John Larroquette is an American actor and comedian best known for his Emmy-winning role on "Night Court" and prominent performances in both television and film.
-
C.
Ted Baxter
Ted Baxter is a vain, bumbling, and egotistical TV news anchor who serves as a major comic figure on the classic sitcom "The Mary Tyler Moore Show."
-
D.
Rob Mitchell
Rob Mitchell was a British music executive best known as a co-founder of the influential electronic music label Warp Records.
-
E.
Frasier Crane
Frasier Crane is a fictional, intellectually inclined and often neurotic psychiatrist best known as the central character in the television sitcom "Frasier," originally introduced on "Cheers."
- 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_69ca84d0fad481909cdd45aa77416c48 |
completed | March 30, 2026, 2:12 p.m. |
| NER | Named-entity recognition | batch_69cd9eafa3a88190bc62924d94b89cd8 |
completed | April 1, 2026, 10:39 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d19fb5f5bc8190ae53bc5c165b5ac7 |
completed | April 4, 2026, 11:33 p.m. |
| NEDg | Description generation | batch_69d1a482c0bc81908c3c7ae7c2f19473 |
completed | April 4, 2026, 11:53 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d1a83336308190acb209223da11766 |
completed | April 5, 2026, 12:09 a.m. |
Created at: March 30, 2026, 8:21 p.m.