Triple
T4372851
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | A Hard Day's Night |
E98936
|
entity |
| Predicate | producer |
P490
|
FINISHED |
| Object |
Walter Shenson
Walter Shenson was an American film producer best known for producing the Beatles' classic films "A Hard Day's Night" and "Help!".
|
E435452
|
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: Walter Shenson | Statement: [A Hard Day's Night, producer, Walter Shenson]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Walter Shenson Context triple: [A Hard Day's Night, producer, Walter Shenson]
-
A.
Mike Hailwood
Mike Hailwood was a legendary British motorcycle racer, widely regarded as one of the greatest in the sport’s history for his multiple world championships and iconic road racing victories.
-
B.
W. O. Bentley
W. O. Bentley was a British engineer and entrepreneur best known for founding the luxury automobile manufacturer Bentley Motors and for his influential work in early high-performance car and aircraft engine design.
-
C.
Perry Ferguson
Perry Ferguson was an American art director known for his influential production design work on classic Hollywood films, including the psychological thriller "Spellbound."
-
D.
Barney Barnato
Barney Barnato was a prominent 19th-century British diamond magnate and financier who rose from humble origins to become one of the leading figures in South Africa’s diamond industry.
-
E.
Wilfrid Kent Hughes
Wilfrid Kent Hughes was an Australian politician and sports administrator who played a leading role in organizing the 1956 Melbourne Olympic Games.
- 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: Walter Shenson Triple: [A Hard Day's Night, producer, Walter Shenson]
Generated description
Walter Shenson was an American film producer best known for producing the Beatles' classic films "A Hard Day's Night" and "Help!".
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Walter Shenson Target entity description: Walter Shenson was an American film producer best known for producing the Beatles' classic films "A Hard Day's Night" and "Help!".
-
A.
Mike Hailwood
Mike Hailwood was a legendary British motorcycle racer, widely regarded as one of the greatest in the sport’s history for his multiple world championships and iconic road racing victories.
-
B.
W. O. Bentley
W. O. Bentley was a British engineer and entrepreneur best known for founding the luxury automobile manufacturer Bentley Motors and for his influential work in early high-performance car and aircraft engine design.
-
C.
Perry Ferguson
Perry Ferguson was an American art director known for his influential production design work on classic Hollywood films, including the psychological thriller "Spellbound."
-
D.
Barney Barnato
Barney Barnato was a prominent 19th-century British diamond magnate and financier who rose from humble origins to become one of the leading figures in South Africa’s diamond industry.
-
E.
Wilfrid Kent Hughes
Wilfrid Kent Hughes was an Australian politician and sports administrator who played a leading role in organizing the 1956 Melbourne Olympic Games.
- 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_69b3454db3708190aeafd814413c4c3d |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b3521f7d9c81909c9209fe59d20ffd |
completed | March 12, 2026, 11:54 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5e50ec35481908cf1e1afffda19cb |
completed | March 14, 2026, 10:45 p.m. |
| NEDg | Description generation | batch_69b5e5e96aac819093c43dc355de4509 |
completed | March 14, 2026, 10:49 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5e6587be88190884f61a7350ce5a9 |
completed | March 14, 2026, 10:51 p.m. |
Created at: March 12, 2026, 11:17 p.m.