Triple
T9182774
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | John Stallworth |
E220374
|
entity |
| Predicate | familyName |
P18
|
FINISHED |
| Object |
Stallworth
Stallworth is a surname most notably associated with former Pittsburgh Steelers wide receiver and Pro Football Hall of Famer John Stallworth.
|
E783027
|
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: Stallworth | Statement: [John Stallworth, familyName, Stallworth]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Stallworth Context triple: [John Stallworth, familyName, Stallworth]
-
A.
Stowell
Stowell is an English surname notably borne by Baroness Stowell of Beeston, a British Conservative politician and life peer.
-
B.
Stanton
Stanton is a small suburban city in northern Orange County, California, situated within the greater Los Angeles metropolitan area.
-
C.
Stanton
Stanton is a village and civil parish located in the English county of Suffolk.
-
D.
Stanton
Stanton is a surname most famously associated with Elizabeth Cady Stanton, a leading 19th-century American suffragist and women's rights activist.
-
E.
Straiton
Straiton is a village in Midlothian, Scotland, known today primarily as a commercial and retail area on the outskirts of Edinburgh.
- 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: Stallworth Triple: [John Stallworth, familyName, Stallworth]
Generated description
Stallworth is a surname most notably associated with former Pittsburgh Steelers wide receiver and Pro Football Hall of Famer John Stallworth.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Stallworth Target entity description: Stallworth is a surname most notably associated with former Pittsburgh Steelers wide receiver and Pro Football Hall of Famer John Stallworth.
-
A.
Stowell
Stowell is an English surname notably borne by Baroness Stowell of Beeston, a British Conservative politician and life peer.
-
B.
Stanton
Stanton is a small suburban city in northern Orange County, California, situated within the greater Los Angeles metropolitan area.
-
C.
Stanton
Stanton is a village and civil parish located in the English county of Suffolk.
-
D.
Stanton
Stanton is a surname most famously associated with Elizabeth Cady Stanton, a leading 19th-century American suffragist and women's rights activist.
-
E.
Straiton
Straiton is a village in Midlothian, Scotland, known today primarily as a commercial and retail area on the outskirts of Edinburgh.
- 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_69ca83e6d77c81909862b7afef56b1bf |
completed | March 30, 2026, 2:08 p.m. |
| NER | Named-entity recognition | batch_69ccc2553e548190898434aeda517407 |
completed | April 1, 2026, 6:59 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d05c1474a08190aa3e3e90326a20d1 |
completed | April 4, 2026, 12:32 a.m. |
| NEDg | Description generation | batch_69d05ca2a3f881909ed9193560b5b0cd |
completed | April 4, 2026, 12:34 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d05d4191f8819083c0ae2a68059c93 |
completed | April 4, 2026, 12:37 a.m. |
Created at: March 30, 2026, 7:23 p.m.