Triple
T16415871
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Marshall Herskovitz |
E398681
|
entity |
| Predicate | coFounderOf |
P104
|
FINISHED |
| Object | The Bedford Falls Company |
E286415
|
NE FINISHED |
How this triple was built (2 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 Bedford Falls Company | Statement: [Marshall Herskovitz, coFounderOf, The Bedford Falls Company]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: The Bedford Falls Company Context triple: [Marshall Herskovitz, coFounderOf, The Bedford Falls Company]
-
A.
Bedford Falls Productions
chosen
Bedford Falls Productions is a film and television production company co-founded by director Edward Zwick and producer Marshall Herskovitz, known for character-driven dramas and socially conscious projects.
-
B.
The Tisch Company
The Tisch Company is a film production company best known for producing the acclaimed 1994 drama "Forrest Gump."
-
C.
Yorkin Company
Yorkin Company is a film and television production company best known for producing works such as the comedy film "Come Blow Your Horn."
-
D.
Reading Company
Reading Company was a major American railroad and coal company based in Pennsylvania, best known for operating the Philadelphia & Reading Railroad and influencing regional transportation and industry in the 19th and 20th centuries.
-
E.
Tribeca Enterprises
Tribeca Enterprises is a media and entertainment company co-founded by Robert De Niro that oversees the Tribeca Film Festival and related film, television, and digital content ventures.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d87f2b9024819085c20e52de95d583 |
completed | April 10, 2026, 4:40 a.m. |
| NER | Named-entity recognition | batch_69e3287741008190856882b7f34024fc |
completed | April 18, 2026, 6:45 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a003c6a89988190a44515f1ca08099f |
completed | May 10, 2026, 8:06 a.m. |
Created at: April 10, 2026, 5:09 a.m.