Triple
T3240208
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Elaine Benes |
E67947
|
entity |
| Predicate | employer |
P7
|
FINISHED |
| Object |
Pendant Publishing
Pendant Publishing is a fictional New York City publishing company featured in the television sitcom "Seinfeld," where Elaine Benes works for much of the series.
|
E341090
|
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: Pendant Publishing | Statement: [Elaine Benes, employer, Pendant Publishing]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Pendant Publishing Context triple: [Elaine Benes, employer, Pendant Publishing]
-
A.
Legato Publishers Group
Legato Publishers Group is a distribution and sales organization that provides independent publishers with access to the book retail market as a division of Perseus Books Group.
-
B.
Scribe Publications
Scribe Publications is an independent Australian publishing house known for releasing a wide range of literary fiction and narrative non-fiction, including international bestsellers.
-
C.
Harmony Books
Harmony Books is a publishing imprint known for releasing a range of popular nonfiction and literary titles, including works in science, culture, and contemporary thought.
-
D.
Pu$haz Ink
Pu$haz Ink is an independent hip hop record label and collective associated with West Coast rapper and producer Ty Dolla Sign.
-
E.
Penny Publications
Penny Publications is a publishing company best known for producing puzzle and game magazines, including those under the Dell Magazines brand.
- 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: Pendant Publishing Triple: [Elaine Benes, employer, Pendant Publishing]
Generated description
Pendant Publishing is a fictional New York City publishing company featured in the television sitcom "Seinfeld," where Elaine Benes works for much of the series.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Pendant Publishing Target entity description: Pendant Publishing is a fictional New York City publishing company featured in the television sitcom "Seinfeld," where Elaine Benes works for much of the series.
-
A.
Legato Publishers Group
Legato Publishers Group is a distribution and sales organization that provides independent publishers with access to the book retail market as a division of Perseus Books Group.
-
B.
Scribe Publications
Scribe Publications is an independent Australian publishing house known for releasing a wide range of literary fiction and narrative non-fiction, including international bestsellers.
-
C.
Harmony Books
Harmony Books is a publishing imprint known for releasing a range of popular nonfiction and literary titles, including works in science, culture, and contemporary thought.
-
D.
Pu$haz Ink
Pu$haz Ink is an independent hip hop record label and collective associated with West Coast rapper and producer Ty Dolla Sign.
-
E.
Penny Publications
Penny Publications is a publishing company best known for producing puzzle and game magazines, including those under the Dell Magazines brand.
- 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_69ad858d27348190abb61c280b4c86a9 |
completed | March 8, 2026, 2:19 p.m. |
| NER | Named-entity recognition | batch_69adaef6430081909084589f6eea5c7e |
completed | March 8, 2026, 5:16 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b2774f93448190b8493b457636ae48 |
completed | March 12, 2026, 8:20 a.m. |
| NEDg | Description generation | batch_69b2786b7d388190ad0d97bd41a60543 |
completed | March 12, 2026, 8:25 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b27c45f6b08190966fbc3fd28664ec |
completed | March 12, 2026, 8:41 a.m. |
Created at: March 8, 2026, 3:08 p.m.