Triple
T13814903
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Heartland |
E331987
|
entity |
| Predicate | creator |
P184
|
FINISHED |
| Object |
Murray Shostak
Murray Shostak is a television producer best known for creating the Canadian family drama series "Heartland."
|
E1064292
|
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: Murray Shostak | Statement: [Heartland, creator, Murray Shostak]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Murray Shostak Context triple: [Heartland, creator, Murray Shostak]
-
A.
Cary Middlecoff
Cary Middlecoff was a prominent American professional golfer of the mid-20th century who won multiple major championships, including the U.S. Open and the Masters.
-
B.
Michele Moerth
Michele Moerth is best known as the wife of the late British actor Ben Cross, recognized for his role in the film "Chariots of Fire."
-
C.
Walter Sande
Walter Sande was an American character actor known for his prolific work in film and television from the 1930s through the 1960s, often appearing in Westerns and crime dramas.
-
D.
Paul F. Edwards
Paul F. Edwards is a television and film screenwriter best known for his work on the acclaimed American Civil War miniseries "North and South."
-
E.
Ralph Rosenblum
Ralph Rosenblum was an American film editor best known for his influential work on landmark comedies and dramas, including several early Woody Allen films.
- 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: Murray Shostak Triple: [Heartland, creator, Murray Shostak]
Generated description
Murray Shostak is a television producer best known for creating the Canadian family drama series "Heartland."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Murray Shostak Target entity description: Murray Shostak is a television producer best known for creating the Canadian family drama series "Heartland."
-
A.
Cary Middlecoff
Cary Middlecoff was a prominent American professional golfer of the mid-20th century who won multiple major championships, including the U.S. Open and the Masters.
-
B.
Michele Moerth
Michele Moerth is best known as the wife of the late British actor Ben Cross, recognized for his role in the film "Chariots of Fire."
-
C.
Walter Sande
Walter Sande was an American character actor known for his prolific work in film and television from the 1930s through the 1960s, often appearing in Westerns and crime dramas.
-
D.
Paul F. Edwards
Paul F. Edwards is a television and film screenwriter best known for his work on the acclaimed American Civil War miniseries "North and South."
-
E.
Ralph Rosenblum
Ralph Rosenblum was an American film editor best known for his influential work on landmark comedies and dramas, including several early Woody Allen films.
- 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_69d81c59f8808190a851bc56afdc55e9 |
completed | April 9, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69de02806e148190996f58934e66d7d8 |
completed | April 14, 2026, 9:01 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f7b8e0112481909deb31f8614f8b93 |
completed | May 3, 2026, 9:06 p.m. |
| NEDg | Description generation | batch_69f7b9d773f881908660e8a0645d318d |
completed | May 3, 2026, 9:10 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f7bbf47c888190be32a4105903120a |
completed | May 3, 2026, 9:19 p.m. |
Created at: April 9, 2026, 10:12 p.m.