Triple
T2327027
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | As Time Goes By |
E48310
|
entity |
| Predicate | composer |
P1361
|
FINISHED |
| Object |
Herman Hupfeld
Herman Hupfeld was an American songwriter best known for writing the classic popular song "As Time Goes By," famously featured in the film Casablanca.
|
E257124
|
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: Herman Hupfeld | Statement: [As Time Goes By, composer, Herman Hupfeld]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Herman Hupfeld Context triple: [As Time Goes By, composer, Herman Hupfeld]
-
A.
Victor Herbert
Victor Herbert was an influential Irish-American composer, cellist, and conductor best known for his popular operettas in the late 19th and early 20th centuries.
-
B.
George Thalben-Ball
George Thalben-Ball was a renowned 20th-century British organist, composer, and choral conductor, celebrated for his long tenure at the Temple Church in London and his influential contributions to church music.
-
C.
Hugo Wolf
Hugo Wolf was a late 19th-century Austrian composer renowned for his intensely expressive Lieder that fused poetic nuance with advanced harmonic language.
-
D.
Walter Schumann
Walter Schumann was an American composer and conductor best known for creating the iconic theme music for the television series Dragnet.
-
E.
Alfred Koerner
Alfred Koerner was an architect known for his work on the Berlin Botanical Garden.
- 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: Herman Hupfeld Triple: [As Time Goes By, composer, Herman Hupfeld]
Generated description
Herman Hupfeld was an American songwriter best known for writing the classic popular song "As Time Goes By," famously featured in the film Casablanca.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Herman Hupfeld Target entity description: Herman Hupfeld was an American songwriter best known for writing the classic popular song "As Time Goes By," famously featured in the film Casablanca.
-
A.
Victor Herbert
Victor Herbert was an influential Irish-American composer, cellist, and conductor best known for his popular operettas in the late 19th and early 20th centuries.
-
B.
George Thalben-Ball
George Thalben-Ball was a renowned 20th-century British organist, composer, and choral conductor, celebrated for his long tenure at the Temple Church in London and his influential contributions to church music.
-
C.
Hugo Wolf
Hugo Wolf was a late 19th-century Austrian composer renowned for his intensely expressive Lieder that fused poetic nuance with advanced harmonic language.
-
D.
Walter Schumann
Walter Schumann was an American composer and conductor best known for creating the iconic theme music for the television series Dragnet.
-
E.
Alfred Koerner
Alfred Koerner was an architect known for his work on the Berlin Botanical Garden.
- 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_69a88aa308a88190b0b86c011fda7fce |
completed | March 4, 2026, 7:40 p.m. |
| NER | Named-entity recognition | batch_69abc64c7f1881909b0d847f7782e803 |
completed | March 7, 2026, 6:31 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae9615f000819092f9dc4700998b25 |
completed | March 9, 2026, 9:42 a.m. |
| NEDg | Description generation | batch_69ae96c5a6308190b970ec78984a4e8a |
completed | March 9, 2026, 9:45 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae9728ebc081908e00e318bcd60e57 |
completed | March 9, 2026, 9:47 a.m. |
Created at: March 4, 2026, 7:50 p.m.