Triple
T13764192
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Habersham County |
E330693
|
entity |
| Predicate | countySeat |
P383
|
FINISHED |
| Object |
Clarkesville
Clarkesville is a small city in northeastern Georgia that serves as the administrative and cultural hub of Habersham County.
|
E1070088
|
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: Clarkesville | Statement: [Habersham County, countySeat, Clarkesville]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Clarkesville Context triple: [Habersham County, countySeat, Clarkesville]
-
A.
Cedartown
Cedartown is a small city in northwestern Georgia known historically for its location within the mineral-rich Georgia Gold Belt and its role as a local industrial and railroad hub.
-
B.
Loganville
Loganville is a suburban city in the Atlanta metropolitan area known for its residential communities and small-town character.
-
C.
Marshallville
Marshallville is a small unincorporated community located within Upper Township in Cape May County, New Jersey.
-
D.
Saylesville
Saylesville is a historic mill village located within the town of Lincoln in Providence County, Rhode Island.
-
E.
Marthasville
Marthasville was the former name of the city now known as Atlanta, Georgia, during its early 19th-century development as a railroad terminus.
- 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: Clarkesville Triple: [Habersham County, countySeat, Clarkesville]
Generated description
Clarkesville is a small city in northeastern Georgia that serves as the administrative and cultural hub of Habersham County.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Clarkesville Target entity description: Clarkesville is a small city in northeastern Georgia that serves as the administrative and cultural hub of Habersham County.
-
A.
Cedartown
Cedartown is a small city in northwestern Georgia known historically for its location within the mineral-rich Georgia Gold Belt and its role as a local industrial and railroad hub.
-
B.
Loganville
Loganville is a suburban city in the Atlanta metropolitan area known for its residential communities and small-town character.
-
C.
Marshallville
Marshallville is a small unincorporated community located within Upper Township in Cape May County, New Jersey.
-
D.
Saylesville
Saylesville is a historic mill village located within the town of Lincoln in Providence County, Rhode Island.
-
E.
Marthasville
Marthasville was the former name of the city now known as Atlanta, Georgia, during its early 19th-century development as a railroad terminus.
- 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_69d81c583b0081909e408a17db517a21 |
completed | April 9, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69de022690ac8190bd5410ecc659a2a7 |
completed | April 14, 2026, 9 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f7ce667c248190a9d0a0f1e9e228ae |
completed | May 3, 2026, 10:38 p.m. |
| NEDg | Description generation | batch_69f9fd56da288190b2bd33bc496c3fb9 |
completed | May 5, 2026, 2:23 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69fb039fdb1c8190ad5286d1cfe80a29 |
completed | May 6, 2026, 9:02 a.m. |
Created at: April 9, 2026, 10:10 p.m.