Triple
T22224496
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Daddy, Don’t You Walk So Fast |
E549299
|
entity |
| Predicate | writer |
P1360
|
FINISHED |
| Object |
Geoff Stephens
Geoff Stephens was a British songwriter and record producer known for penning numerous pop hits in the 1960s and 1970s, including chart-topping songs for artists such as The New Vaudeville Band and Herman’s Hermits.
|
E1555813
|
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: Geoff Stephens | Statement: [Daddy, Don’t You Walk So Fast, writer, Geoff Stephens]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Geoff Stephens Context triple: [Daddy, Don’t You Walk So Fast, writer, Geoff Stephens]
-
A.
Geoff Gill
Geoff Gill is a songwriter best known for co-writing the hit song "Heartbreaker."
-
B.
Geoff Pierson
Geoff Pierson is an American actor known for his work in television dramas and comedies, including prominent roles on shows like Dexter and Unhappily Ever After.
-
C.
Geoff Walters
Geoff Walters is a central fictional news anchor character in the Australian television drama series "The Newsreader."
-
D.
Geoff Morrell
Geoff Morrell is an Australian actor known for his work in film, television, and theatre, including prominent roles in series such as "Changi" and "Grass Roots."
-
E.
Geoff Greer
Geoff Greer is a software developer best known for creating and maintaining The Silver Searcher, a fast code-search tool popular among programmers.
- 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: Geoff Stephens Triple: [Daddy, Don’t You Walk So Fast, writer, Geoff Stephens]
Generated description
Geoff Stephens was a British songwriter and record producer known for penning numerous pop hits in the 1960s and 1970s, including chart-topping songs for artists such as The New Vaudeville Band and Herman’s Hermits.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Geoff Stephens Target entity description: Geoff Stephens was a British songwriter and record producer known for penning numerous pop hits in the 1960s and 1970s, including chart-topping songs for artists such as The New Vaudeville Band and Herman’s Hermits.
-
A.
Geoff Gill
Geoff Gill is a songwriter best known for co-writing the hit song "Heartbreaker."
-
B.
Geoff Pierson
Geoff Pierson is an American actor known for his work in television dramas and comedies, including prominent roles on shows like Dexter and Unhappily Ever After.
-
C.
Geoff Walters
Geoff Walters is a central fictional news anchor character in the Australian television drama series "The Newsreader."
-
D.
Geoff Morrell
Geoff Morrell is an Australian actor known for his work in film, television, and theatre, including prominent roles in series such as "Changi" and "Grass Roots."
-
E.
Geoff Greer
Geoff Greer is a software developer best known for creating and maintaining The Silver Searcher, a fast code-search tool popular among programmers.
- 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_69e11e403d6481909a94d0aaf157f6ef |
completed | April 16, 2026, 5:37 p.m. |
| NER | Named-entity recognition | batch_69f12b93e2208190aee70ffd82962ea0 |
completed | April 28, 2026, 9:50 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0b9e7a4dd08190a45bad821b015ca4 |
completed | May 18, 2026, 11:19 p.m. |
| NEDg | Description generation | batch_6a0ba266f57481909fe3a7dd5de3802c |
completed | May 18, 2026, 11:36 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0ba2c84c088190828abae498d02018 |
completed | May 18, 2026, 11:37 p.m. |
Created at: April 16, 2026, 8:37 p.m.