Triple
T2840231
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Amtrak City of New Orleans route |
E62447
|
entity |
| Predicate | servesCity |
P82
|
FINISHED |
| Object |
Fulton, Kentucky
Fulton, Kentucky is a small city in southwestern Kentucky historically known as a railroad hub and for its role in the banana distribution industry.
|
E376908
|
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: Fulton, Kentucky | Statement: [Amtrak City of New Orleans route, servesCity, Fulton, Kentucky]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Fulton, Kentucky Context triple: [Amtrak City of New Orleans route, servesCity, Fulton, Kentucky]
-
A.
Jeffersontown, Kentucky
Jeffersontown, Kentucky is a suburban city in the Louisville metropolitan area known for its residential communities and local commerce.
-
B.
Covington, Kentucky
Covington, Kentucky is a historic city in northern Kentucky, part of the Cincinnati metropolitan area, known for its riverfront along the Ohio River and its preserved 19th-century architecture.
-
C.
Wilmore, Kentucky
Wilmore, Kentucky is a small central Kentucky city known for its religious and educational institutions, including Asbury University and Asbury Theological Seminary.
-
D.
Bloomfield, Kentucky
Bloomfield, Kentucky is a small historic city located in central Kentucky that serves as one of the communities within Nelson County.
-
E.
Hopkinsville, Kentucky
Hopkinsville, Kentucky is a small city in southwestern Kentucky known for its proximity to the Fort Campbell military installation and its role as a regional commercial and agricultural center.
- 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: Fulton, Kentucky Triple: [Amtrak City of New Orleans route, servesCity, Fulton, Kentucky]
Generated description
Fulton, Kentucky is a small city in southwestern Kentucky historically known as a railroad hub and for its role in the banana distribution industry.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Fulton, Kentucky Target entity description: Fulton, Kentucky is a small city in southwestern Kentucky historically known as a railroad hub and for its role in the banana distribution industry.
-
A.
Jeffersontown, Kentucky
Jeffersontown, Kentucky is a suburban city in the Louisville metropolitan area known for its residential communities and local commerce.
-
B.
Covington, Kentucky
Covington, Kentucky is a historic city in northern Kentucky, part of the Cincinnati metropolitan area, known for its riverfront along the Ohio River and its preserved 19th-century architecture.
-
C.
Wilmore, Kentucky
Wilmore, Kentucky is a small central Kentucky city known for its religious and educational institutions, including Asbury University and Asbury Theological Seminary.
-
D.
Bloomfield, Kentucky
Bloomfield, Kentucky is a small historic city located in central Kentucky that serves as one of the communities within Nelson County.
-
E.
Hopkinsville, Kentucky
Hopkinsville, Kentucky is a small city in southwestern Kentucky known for its proximity to the Fort Campbell military installation and its role as a regional commercial and agricultural center.
- 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_69ab4c3d16bc81908b3a1c98fbd287fe |
completed | March 6, 2026, 9:50 p.m. |
| NER | Named-entity recognition | batch_69abdf15b7288190a03d1193cc0544a6 |
completed | March 7, 2026, 8:17 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b4881323dc81908e3e42ce1d0f8a0d |
completed | March 13, 2026, 9:56 p.m. |
| NEDg | Description generation | batch_69b488d643d08190bd32508a5f3a3e38 |
completed | March 13, 2026, 9:59 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b48dd73e64819085063b4b5f76dd0c |
completed | March 13, 2026, 10:21 p.m. |
Created at: March 6, 2026, 10:01 p.m.