Triple
T2800030
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hope, Arkansas |
E53131
|
entity |
| Predicate | county |
P75
|
FINISHED |
| Object |
Hempstead County, Arkansas
Hempstead County, Arkansas is a county in southwestern Arkansas known for its agricultural heritage and as the home of the city of Hope.
|
E299920
|
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: Hempstead County, Arkansas | Statement: [Hope, Arkansas, county, Hempstead County, Arkansas]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hempstead County, Arkansas Context triple: [Hope, Arkansas, county, Hempstead County, Arkansas]
-
A.
Madison County, Arkansas
Madison County, Arkansas is a rural county in the Ozark Mountains of northwest Arkansas known for its rugged landscape, small communities, and historical ties to former governor Orval Faubus.
-
B.
Pulaski County, Arkansas
Pulaski County, Arkansas is a central Arkansas county that includes the state capital, Little Rock, and serves as a major political, economic, and population hub of the state.
-
C.
Washington County, Arkansas
Washington County, Arkansas is a county in the northwest part of the state that includes the city of Fayetteville and is part of the rapidly growing Northwest Arkansas region.
-
D.
Crittenden County, Arkansas
Crittenden County, Arkansas is a county in eastern Arkansas located just across the Mississippi River from Memphis, forming part of the greater Memphis metropolitan region.
-
E.
Lonoke County, Arkansas
Lonoke County, Arkansas is a central Arkansas county known as the rural birthplace of influential U.S. Senator and Senate Majority Leader Joseph T. Robinson.
- 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: Hempstead County, Arkansas Triple: [Hope, Arkansas, county, Hempstead County, Arkansas]
Generated description
Hempstead County, Arkansas is a county in southwestern Arkansas known for its agricultural heritage and as the home of the city of Hope.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hempstead County, Arkansas Target entity description: Hempstead County, Arkansas is a county in southwestern Arkansas known for its agricultural heritage and as the home of the city of Hope.
-
A.
Madison County, Arkansas
Madison County, Arkansas is a rural county in the Ozark Mountains of northwest Arkansas known for its rugged landscape, small communities, and historical ties to former governor Orval Faubus.
-
B.
Pulaski County, Arkansas
Pulaski County, Arkansas is a central Arkansas county that includes the state capital, Little Rock, and serves as a major political, economic, and population hub of the state.
-
C.
Washington County, Arkansas
Washington County, Arkansas is a county in the northwest part of the state that includes the city of Fayetteville and is part of the rapidly growing Northwest Arkansas region.
-
D.
Crittenden County, Arkansas
Crittenden County, Arkansas is a county in eastern Arkansas located just across the Mississippi River from Memphis, forming part of the greater Memphis metropolitan region.
-
E.
Lonoke County, Arkansas
Lonoke County, Arkansas is a central Arkansas county known as the rural birthplace of influential U.S. Senator and Senate Majority Leader Joseph T. Robinson.
- 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_69ab495a90788190941b6917e1eca3a6 |
completed | March 6, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69abddf4ca9c8190a4adfd1c1373af41 |
completed | March 7, 2026, 8:12 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69afc66ad9cc81908af6d3816a840c75 |
completed | March 10, 2026, 7:21 a.m. |
| NEDg | Description generation | batch_69afc80ba2148190ae0c1f6425d52dfd |
completed | March 10, 2026, 7:28 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69afc97fc45481908aa72ac8607c34ac |
completed | March 10, 2026, 7:34 a.m. |
Created at: March 6, 2026, 9:58 p.m.