Triple
T7670433
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Starkville, Mississippi |
E173733
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object |
Starkville micropolitan area
The Starkville micropolitan area is a small urban region in northeastern Mississippi centered on the city of Starkville and its surrounding communities, often associated with Mississippi State University and its local economy.
|
E688523
|
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: Starkville micropolitan area | Statement: [Starkville, Mississippi, partOf, Starkville micropolitan area]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Starkville micropolitan area Context triple: [Starkville, Mississippi, partOf, Starkville micropolitan area]
-
A.
Oxford, Mississippi micropolitan area
The Oxford, Mississippi micropolitan area is a small urban region in northern Mississippi centered on the city of Oxford and its surrounding communities, recognized for its economic, educational, and cultural influence relative to its size.
-
B.
Starkville, Mississippi
Starkville, Mississippi is a college town in eastern Mississippi best known as the home of Mississippi State University and a regional hub for education, research, and athletics.
-
C.
Tupelo micropolitan area
The Tupelo micropolitan area is a small urban region in northeastern Mississippi centered around the city of Tupelo and encompassing surrounding communities such as New Albany.
-
D.
Columbus, Mississippi
Columbus, Mississippi is a historic city in eastern Mississippi known for its well-preserved antebellum architecture and role as a regional educational and cultural center.
-
E.
Newton, Mississippi
Newton, Mississippi is a small city in eastern Mississippi that serves as a local commercial and community hub for the surrounding rural 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: Starkville micropolitan area Triple: [Starkville, Mississippi, partOf, Starkville micropolitan area]
Generated description
The Starkville micropolitan area is a small urban region in northeastern Mississippi centered on the city of Starkville and its surrounding communities, often associated with Mississippi State University and its local economy.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Starkville micropolitan area Target entity description: The Starkville micropolitan area is a small urban region in northeastern Mississippi centered on the city of Starkville and its surrounding communities, often associated with Mississippi State University and its local economy.
-
A.
Oxford, Mississippi micropolitan area
The Oxford, Mississippi micropolitan area is a small urban region in northern Mississippi centered on the city of Oxford and its surrounding communities, recognized for its economic, educational, and cultural influence relative to its size.
-
B.
Starkville, Mississippi
Starkville, Mississippi is a college town in eastern Mississippi best known as the home of Mississippi State University and a regional hub for education, research, and athletics.
-
C.
Tupelo micropolitan area
The Tupelo micropolitan area is a small urban region in northeastern Mississippi centered around the city of Tupelo and encompassing surrounding communities such as New Albany.
-
D.
Columbus, Mississippi
Columbus, Mississippi is a historic city in eastern Mississippi known for its well-preserved antebellum architecture and role as a regional educational and cultural center.
-
E.
Newton, Mississippi
Newton, Mississippi is a small city in eastern Mississippi that serves as a local commercial and community hub for the surrounding rural 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_69c699562484819086752091e3164a27 |
completed | March 27, 2026, 2:51 p.m. |
| NER | Named-entity recognition | batch_69c701c5538881908139881daf41151a |
completed | March 27, 2026, 10:16 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c8dea25d2081908ebbf2bb5f94b7d6 |
completed | March 29, 2026, 8:11 a.m. |
| NEDg | Description generation | batch_69c8df209c688190af2e7d842d8abbdd |
completed | March 29, 2026, 8:13 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c8dfa7eb9881909e595389bec8436e |
completed | March 29, 2026, 8:15 a.m. |
Created at: March 27, 2026, 4 p.m.