Triple
T14675306
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | No Substitute Love |
E344619
|
entity |
| Predicate | hasSongwriterRoleFor |
P32057
|
FINISHED |
| Object |
John Stephens
John Stephens, better known by his stage name John Legend, is an American singer, songwriter, and pianist renowned for his soulful R&B music and numerous Grammy-winning hits.
|
E1118698
|
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: John Stephens | Statement: [No Substitute Love, hasSongwriterRoleFor, John Stephens]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: John Stephens Context triple: [No Substitute Love, hasSongwriterRoleFor, John Stephens]
-
A.
John Stephens
John Stephens is an author best known for writing the children's fantasy novel "The Emerald Atlas" and its sequels in the Books of Beginning series.
-
B.
John Stephens
John Stephens is an American local politician who has served as the mayor of Costa Mesa, California.
-
C.
Stephen P. Maran
Stephen P. Maran is an American astronomer and science communicator known for his work with NASA and for authoring popular astronomy books such as "Astronomy for Dummies."
-
D.
Michael L. Riordan
Michael L. Riordan is an American physician and entrepreneur best known as the founding CEO of the biopharmaceutical company Gilead Sciences.
-
E.
Kirk Johnson
Kirk Johnson is an American drummer and percussionist best known for his longtime work with Prince as a member of The New Power Generation.
- 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: John Stephens Triple: [No Substitute Love, hasSongwriterRoleFor, John Stephens]
Generated description
John Stephens, better known by his stage name John Legend, is an American singer, songwriter, and pianist renowned for his soulful R&B music and numerous Grammy-winning hits.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: John Stephens Target entity description: John Stephens, better known by his stage name John Legend, is an American singer, songwriter, and pianist renowned for his soulful R&B music and numerous Grammy-winning hits.
-
A.
John Stephens
John Stephens is an author best known for writing the children's fantasy novel "The Emerald Atlas" and its sequels in the Books of Beginning series.
-
B.
John Stephens
John Stephens is an American local politician who has served as the mayor of Costa Mesa, California.
-
C.
Stephen P. Maran
Stephen P. Maran is an American astronomer and science communicator known for his work with NASA and for authoring popular astronomy books such as "Astronomy for Dummies."
-
D.
Michael L. Riordan
Michael L. Riordan is an American physician and entrepreneur best known as the founding CEO of the biopharmaceutical company Gilead Sciences.
-
E.
Kirk Johnson
Kirk Johnson is an American drummer and percussionist best known for his longtime work with Prince as a member of The New Power Generation.
- 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_69d822e283fc8190a0e4c235cf880052 |
completed | April 9, 2026, 10:06 p.m. |
| NER | Named-entity recognition | batch_69deb5666e648190b5faa07076f497b8 |
completed | April 14, 2026, 9:45 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fe0cde041081908ae2f2c75a9d5eb2 |
completed | May 8, 2026, 4:18 p.m. |
| NEDg | Description generation | batch_69fe19574d0481908e6df0a3fa1d4d32 |
completed | May 8, 2026, 5:11 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69fe19d7af18819086866e77c6afe63c |
completed | May 8, 2026, 5:13 p.m. |
Created at: April 10, 2026, 1:27 a.m.