Triple
T16155982
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Flowood, Mississippi |
E392042
|
entity |
| Predicate | mayor |
P185
|
FINISHED |
| Object |
Gary Rhoads
Gary Rhoads is a longtime local political leader who has served as the mayor of Flowood, Mississippi, overseeing the city's growth and development.
|
E1198054
|
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: Gary Rhoads | Statement: [Flowood, Mississippi, mayor, Gary Rhoads]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Gary Rhoads Context triple: [Flowood, Mississippi, mayor, Gary Rhoads]
-
A.
Gary Melius
Gary Melius is an American real estate developer best known for owning and extensively restoring Oheka Castle, a historic Gold Coast mansion on Long Island.
-
B.
Marty Roe
Marty Roe is an American country music singer best known as the lead vocalist of the band Diamond Rio.
-
C.
Phil Reeves
Phil Reeves is an American character actor known for his supporting roles in film and television, including appearances in comedies and dramas such as "13 Going on 30."
-
D.
Larry Gorham
Larry Gorham is a musician best known as a member of Willie Nelson’s longtime backing group, The Family.
-
E.
Brian Warfield
Brian Warfield is an Irish musician and songwriter best known as a member of the folk band The Wolfe Tones.
- 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: Gary Rhoads Triple: [Flowood, Mississippi, mayor, Gary Rhoads]
Generated description
Gary Rhoads is a longtime local political leader who has served as the mayor of Flowood, Mississippi, overseeing the city's growth and development.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Gary Rhoads Target entity description: Gary Rhoads is a longtime local political leader who has served as the mayor of Flowood, Mississippi, overseeing the city's growth and development.
-
A.
Gary Melius
Gary Melius is an American real estate developer best known for owning and extensively restoring Oheka Castle, a historic Gold Coast mansion on Long Island.
-
B.
Marty Roe
Marty Roe is an American country music singer best known as the lead vocalist of the band Diamond Rio.
-
C.
Phil Reeves
Phil Reeves is an American character actor known for his supporting roles in film and television, including appearances in comedies and dramas such as "13 Going on 30."
-
D.
Larry Gorham
Larry Gorham is a musician best known as a member of Willie Nelson’s longtime backing group, The Family.
-
E.
Brian Warfield
Brian Warfield is an Irish musician and songwriter best known as a member of the folk band The Wolfe Tones.
- 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_69d87f1c65e48190aa2b4c472e9bafc4 |
completed | April 10, 2026, 4:39 a.m. |
| NER | Named-entity recognition | batch_69e21e5aa57c8190a9d89dd57e30318f |
completed | April 17, 2026, 11:49 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fff7ae46dc81908cba9152a6080c3a |
completed | May 10, 2026, 3:12 a.m. |
| NEDg | Description generation | batch_69fff86a556c819096bc008e1ca76e8c |
completed | May 10, 2026, 3:15 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fff926120081909f1042bf3a16ea10 |
completed | May 10, 2026, 3:19 a.m. |
Created at: April 10, 2026, 5:01 a.m.