Triple
T1005098
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | John Roger Stephens |
E21690
|
entity |
| Predicate | familyName |
P18
|
FINISHED |
| Object |
Stephens
Stephens is a common English-language surname borne by numerous notable individuals across fields such as politics, sports, arts, and academia.
|
E117939
|
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: Stephens | Statement: [John Roger Stephens, familyName, Stephens]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Stephens Context triple: [John Roger Stephens, familyName, Stephens]
-
A.
Miles Theodore Stephens
Miles Theodore Stephens is the son of model and television personality Chrissy Teigen and singer-songwriter John Legend.
-
B.
John Roger Stephens
John Roger Stephens, better known as John Legend, is an American singer, songwriter, pianist, and actor renowned for his soulful R&B music and multiple Grammy Awards.
-
C.
Stotts
Stotts is the surname of Terry Stotts, an American professional basketball coach known for his tenure as head coach of the Portland Trail Blazers in the NBA.
-
D.
Jonathan Stokes
Jonathan Stokes was an 18th-century English physician and botanist associated with the influential Lunar Society of Birmingham.
-
E.
Stephen
Stephen is a prominent early Christian figure known as the first Christian martyr, whose story is recounted in the New Testament book of Acts.
- 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: Stephens Triple: [John Roger Stephens, familyName, Stephens]
Generated description
Stephens is a common English-language surname borne by numerous notable individuals across fields such as politics, sports, arts, and academia.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Stephens Target entity description: Stephens is a common English-language surname borne by numerous notable individuals across fields such as politics, sports, arts, and academia.
-
A.
Miles Theodore Stephens
Miles Theodore Stephens is the son of model and television personality Chrissy Teigen and singer-songwriter John Legend.
-
B.
John Roger Stephens
John Roger Stephens, better known as John Legend, is an American singer, songwriter, pianist, and actor renowned for his soulful R&B music and multiple Grammy Awards.
-
C.
Stotts
Stotts is the surname of Terry Stotts, an American professional basketball coach known for his tenure as head coach of the Portland Trail Blazers in the NBA.
-
D.
Jonathan Stokes
Jonathan Stokes was an 18th-century English physician and botanist associated with the influential Lunar Society of Birmingham.
-
E.
Stephen
Stephen is the first name of Grover Cleveland, the 22nd and 24th president of the United States.
- 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_69a493c53e648190ae8cb76c433fd9a7 |
completed | March 1, 2026, 7:30 p.m. |
| NER | Named-entity recognition | batch_69a4b51303548190a5ee3c0797fc3245 |
completed | March 1, 2026, 9:52 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ac2a1ecddc8190b954d16c6e269498 |
completed | March 7, 2026, 1:37 p.m. |
| NEDg | Description generation | batch_69ac2a8dd818819088e6140e9a12594b |
completed | March 7, 2026, 1:39 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ac2af2efd88190b1da673aa3ead5fd |
completed | March 7, 2026, 1:41 p.m. |
Created at: March 1, 2026, 7:41 p.m.