Triple
T1246361
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Julius J. Epstein |
E26773
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
The Love Machine
The Love Machine is a 1971 American satirical drama film, based on Jacqueline Susann’s novel, about an ambitious and amoral television executive whose ruthless rise in the industry leads to personal and professional ruin.
|
E164487
|
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: The Love Machine | Statement: [Julius J. Epstein, notableWork, The Love Machine]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: The Love Machine Context triple: [Julius J. Epstein, notableWork, The Love Machine]
-
A.
The Thing About Love
"The Thing About Love" is a pop ballad by Christina Aguilera from her 2007 album *Back to Basics*, showcasing her soulful vocals and reflective lyrics about the complexities of love.
-
B.
A New Kind of Love
A New Kind of Love is a 1963 romantic comedy film starring Paul Newman and Joanne Woodward, noted for its playful take on gender roles and high-fashion New York and Paris settings.
-
C.
Love in the Future
Love in the Future is a 2013 R&B and soul studio album by John Legend that blends romantic ballads with contemporary production and includes the hit single "All of Me."
-
D.
Let Love
Let Love is a 2019 R&B and soul album by American rapper and actor Common that explores themes of spirituality, personal growth, and emotional vulnerability.
-
E.
For Love Alone
"For Love Alone" is a romance novel written by Ivana Trump that draws on her experiences in high society and glamorous international settings.
- 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: The Love Machine Triple: [Julius J. Epstein, notableWork, The Love Machine]
Generated description
The Love Machine is a 1971 American satirical drama film, based on Jacqueline Susann’s novel, about an ambitious and amoral television executive whose ruthless rise in the industry leads to personal and professional ruin.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: The Love Machine Target entity description: The Love Machine is a 1971 American satirical drama film, based on Jacqueline Susann’s novel, about an ambitious and amoral television executive whose ruthless rise in the industry leads to personal and professional ruin.
-
A.
The Thing About Love
"The Thing About Love" is a pop ballad by Christina Aguilera from her 2007 album *Back to Basics*, showcasing her soulful vocals and reflective lyrics about the complexities of love.
-
B.
A New Kind of Love
A New Kind of Love is a 1963 romantic comedy film starring Paul Newman and Joanne Woodward, noted for its playful take on gender roles and high-fashion New York and Paris settings.
-
C.
Love in the Future
Love in the Future is a 2013 R&B and soul studio album by John Legend that blends romantic ballads with contemporary production and includes the hit single "All of Me."
-
D.
Let Love
Let Love is a 2019 R&B and soul album by American rapper and actor Common that explores themes of spirituality, personal growth, and emotional vulnerability.
-
E.
For Love Alone
"For Love Alone" is a romance novel written by Ivana Trump that draws on her experiences in high society and glamorous international settings.
- 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_69a4948689d08190b3a4a3f388c02148 |
completed | March 1, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69a4bf65c41c8190b4c65e015d1264c0 |
completed | March 1, 2026, 10:36 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad014954b08190a787d7e03e503d8d |
completed | March 8, 2026, 4:55 a.m. |
| NEDg | Description generation | batch_69ad039c5d788190aa10636e2827b489 |
completed | March 8, 2026, 5:05 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ad03fa7b0c8190906ed79f24723216 |
completed | March 8, 2026, 5:07 a.m. |
Created at: March 1, 2026, 7:47 p.m.