Triple
T7223415
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Valdosta-Lowndes Metropolitan Planning Organization |
E150316
|
entity |
| Predicate | relatedTo |
P37
|
FINISHED |
| Object |
City of Valdosta
The City of Valdosta is a regional hub in southern Georgia known for its role as an economic, educational, and transportation center near the Florida state line.
|
E649597
|
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: City of Valdosta | Statement: [Valdosta-Lowndes Metropolitan Planning Organization, relatedTo, City of Valdosta]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: City of Valdosta Context triple: [Valdosta-Lowndes Metropolitan Planning Organization, relatedTo, City of Valdosta]
-
A.
Davidville
Davidville was the original company founded by David Karp that created and initially operated the microblogging platform Tumblr.
-
B.
City of Fairburn
The City of Fairburn is the municipal government responsible for administering public services, local policies, and community affairs in Fairburn, Georgia.
-
C.
City of Ellis
City of Ellis is a small municipal government in Kansas that oversees local services, facilities, and community amenities for the town of Ellis and its residents.
-
D.
Dawsonville
Dawsonville is a small city in north Georgia known for its gold rush history and strong ties to stock car racing and NASCAR culture.
-
E.
Youngsville
Youngsville is a small town in Franklin County, North Carolina, located just north of the Raleigh–Durham metropolitan area.
- 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: City of Valdosta Triple: [Valdosta-Lowndes Metropolitan Planning Organization, relatedTo, City of Valdosta]
Generated description
The City of Valdosta is a regional hub in southern Georgia known for its role as an economic, educational, and transportation center near the Florida state line.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: City of Valdosta Target entity description: The City of Valdosta is a regional hub in southern Georgia known for its role as an economic, educational, and transportation center near the Florida state line.
-
A.
Davidville
Davidville was the original company founded by David Karp that created and initially operated the microblogging platform Tumblr.
-
B.
City of Fairburn
The City of Fairburn is the municipal government responsible for administering public services, local policies, and community affairs in Fairburn, Georgia.
-
C.
City of Ellis
City of Ellis is a small municipal government in Kansas that oversees local services, facilities, and community amenities for the town of Ellis and its residents.
-
D.
Dawsonville
Dawsonville is a small city in north Georgia known for its gold rush history and strong ties to stock car racing and NASCAR culture.
-
E.
Youngsville
Youngsville is a small town in Franklin County, North Carolina, located just north of the Raleigh–Durham metropolitan area.
- 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_69c687effb44819092b95d07d0368c9f |
completed | March 27, 2026, 1:36 p.m. |
| NER | Named-entity recognition | batch_69c6e9b54a5c8190a4a289f32853a8fe |
completed | March 27, 2026, 8:33 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c7cc0c3ff08190b855fa57967586ce |
completed | March 28, 2026, 12:39 p.m. |
| NEDg | Description generation | batch_69c7cc93801081908c9617bc0f768bd3 |
completed | March 28, 2026, 12:41 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c7cd337e14819089af22ff14a8dcf4 |
completed | March 28, 2026, 12:44 p.m. |
Created at: March 27, 2026, 2:54 p.m.