Triple
T1003269
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Auto Train |
E21650
|
entity |
| Predicate | routeEnd |
P390
|
FINISHED |
| Object |
Sanford, Florida
Sanford, Florida is a historic city in central Florida on the southern shore of Lake Monroe, known as a transportation hub and gateway to the Orlando metropolitan area.
|
E165010
|
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: Sanford, Florida | Statement: [Auto Train, routeEnd, Sanford, Florida]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Sanford, Florida Context triple: [Auto Train, routeEnd, Sanford, Florida]
-
A.
Sarasota, Florida
Sarasota, Florida is a Gulf Coast city known for its beaches, arts and cultural scene, and as a longtime hub for Major League Baseball spring training.
-
B.
Sunrise, Florida
Sunrise, Florida is a suburban city in Broward County best known as home to the Florida Panthers’ arena and a major retail and entertainment hub in the Miami metropolitan area.
-
C.
St. Augustine, Florida
St. Augustine, Florida is the oldest continuously inhabited European-established city in the continental United States, known for its Spanish colonial architecture and historic coastal setting.
-
D.
Port St. Lucie, Florida
Port St. Lucie, Florida is a coastal city on Florida’s Treasure Coast known for hosting the New York Mets’ spring training and featuring extensive residential communities and waterways.
-
E.
Springfield, Florida
Springfield, Florida is a small city in Bay County near Panama City, known as a residential community in Florida’s Panhandle.
- 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: Sanford, Florida Triple: [Auto Train, routeEnd, Sanford, Florida]
Generated description
Sanford, Florida is a historic city in central Florida on the southern shore of Lake Monroe, known as a transportation hub and gateway to the Orlando metropolitan area.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Sanford, Florida Target entity description: Sanford, Florida is a historic city in central Florida on the southern shore of Lake Monroe, known as a transportation hub and gateway to the Orlando metropolitan area.
-
A.
Sarasota, Florida
Sarasota, Florida is a Gulf Coast city known for its beaches, arts and cultural scene, and as a longtime hub for Major League Baseball spring training.
-
B.
Sunrise, Florida
Sunrise, Florida is a suburban city in Broward County best known as home to the Florida Panthers’ arena and a major retail and entertainment hub in the Miami metropolitan area.
-
C.
St. Augustine, Florida
St. Augustine, Florida is the oldest continuously inhabited European-established city in the continental United States, known for its Spanish colonial architecture and historic coastal setting.
-
D.
Port St. Lucie, Florida
Port St. Lucie, Florida is a coastal city on Florida’s Treasure Coast known for hosting the New York Mets’ spring training and featuring extensive residential communities and waterways.
-
E.
Springfield, Florida
Springfield, Florida is a small city in Bay County near Panama City, known as a residential community in Florida’s Panhandle.
- 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_69a493c53e648190ae8cb76c433fd9a7 |
completed | March 1, 2026, 7:30 p.m. |
| NER | Named-entity recognition | batch_69a4b4fe0a548190aee8abf1890e141e |
completed | March 1, 2026, 9:51 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad08995af88190930a952bd32cd918 |
completed | March 8, 2026, 5:26 a.m. |
| NEDg | Description generation | batch_69ad098f9fd0819094d9478881ca1a46 |
completed | March 8, 2026, 5:30 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ad0a6c7aa08190b21b00c03f04af27 |
completed | March 8, 2026, 5:34 a.m. |
Created at: March 1, 2026, 7:41 p.m.