Triple
T2638769
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hattiesburg, Mississippi |
E62812
|
entity |
| Predicate | locatedIn |
P40
|
FINISHED |
| Object |
Forrest County, Mississippi
Forrest County, Mississippi is a county in southeastern Mississippi known for encompassing the city of Hattiesburg, a regional center for education, healthcare, and commerce.
|
E284288
|
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: Forrest County, Mississippi | Statement: [Hattiesburg, Mississippi, locatedIn, Forrest County, Mississippi]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Forrest County, Mississippi Context triple: [Hattiesburg, Mississippi, locatedIn, Forrest County, Mississippi]
-
A.
Marshall County, Mississippi
Marshall County, Mississippi is a largely rural county in northern Mississippi that forms part of the greater Memphis metropolitan region.
-
B.
Pike County, Mississippi
Pike County, Mississippi is a county in southwestern Mississippi known for its seat in Magnolia and its largest city, McComb, serving as a regional hub for transportation and commerce.
-
C.
Hancock County, Mississippi
Hancock County, Mississippi is a coastal county in the southwestern corner of the state known for its Gulf Coast communities and as home to NASA’s Stennis Space Center.
-
D.
Newton County, Mississippi
Newton County, Mississippi is a rural county in east-central Mississippi notable as the birthplace of civil rights leader Medgar Evers.
-
E.
Benton County, Mississippi
Benton County, Mississippi is a small rural county in northern Mississippi that forms part of the greater Memphis metropolitan region.
- 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: Forrest County, Mississippi Triple: [Hattiesburg, Mississippi, locatedIn, Forrest County, Mississippi]
Generated description
Forrest County, Mississippi is a county in southeastern Mississippi known for encompassing the city of Hattiesburg, a regional center for education, healthcare, and commerce.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Forrest County, Mississippi Target entity description: Forrest County, Mississippi is a county in southeastern Mississippi known for encompassing the city of Hattiesburg, a regional center for education, healthcare, and commerce.
-
A.
Marshall County, Mississippi
Marshall County, Mississippi is a largely rural county in northern Mississippi that forms part of the greater Memphis metropolitan region.
-
B.
Pike County, Mississippi
Pike County, Mississippi is a county in southwestern Mississippi known for its seat in Magnolia and its largest city, McComb, serving as a regional hub for transportation and commerce.
-
C.
Hancock County, Mississippi
Hancock County, Mississippi is a coastal county in the southwestern corner of the state known for its Gulf Coast communities and as home to NASA’s Stennis Space Center.
-
D.
Newton County, Mississippi
Newton County, Mississippi is a rural county in east-central Mississippi notable as the birthplace of civil rights leader Medgar Evers.
-
E.
Benton County, Mississippi
Benton County, Mississippi is a small rural county in northern Mississippi that forms part of the greater Memphis metropolitan region.
- 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_69ab4c3f2dcc819082df80f5e032f690 |
completed | March 6, 2026, 9:50 p.m. |
| NER | Named-entity recognition | batch_69abd8e470ac8190bd0d6de6805afcd0 |
completed | March 7, 2026, 7:51 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69af90b628748190bdbb23f1d85bc3fd |
completed | March 10, 2026, 3:32 a.m. |
| NEDg | Description generation | batch_69af91c6de008190ad8fb3a3c06472cb |
completed | March 10, 2026, 3:36 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69af9253953c8190a8e18c92d66263cc |
completed | March 10, 2026, 3:38 a.m. |
Created at: March 6, 2026, 9:53 p.m.