Triple
T2840236
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Amtrak City of New Orleans route |
E62447
|
entity |
| Predicate | servesCity |
P82
|
FINISHED |
| Object |
Brookhaven, Mississippi
Brookhaven, Mississippi is a small city in Lincoln County known as a regional hub in southwest Mississippi with historic downtown architecture and rail connections.
|
E334756
|
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: Brookhaven, Mississippi | Statement: [Amtrak City of New Orleans route, servesCity, Brookhaven, Mississippi]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Brookhaven, Mississippi Context triple: [Amtrak City of New Orleans route, servesCity, Brookhaven, Mississippi]
-
A.
Southaven, Mississippi
Southaven, Mississippi is a rapidly growing suburban city in DeSoto County that serves as a major residential and commercial hub just south of Memphis, Tennessee.
-
B.
Cleveland, Mississippi
Cleveland, Mississippi is a small city in the Mississippi Delta region known for its educational institutions, including Delta State University, and its rich blues and cultural heritage.
-
C.
Decatur, Mississippi
Decatur, Mississippi is a small town in Newton County best known as the birthplace of civil rights leader Medgar Evers.
-
D.
Pearlington, Mississippi
Pearlington, Mississippi is a small unincorporated community in Hancock County near the Louisiana border, known for its proximity to NASA’s Stennis Space Center and the Pearl River.
-
E.
Aberdeen, Mississippi
Aberdeen, Mississippi is a small historic city in northeastern Mississippi known for its 19th-century architecture and role in the life of early African American senator Hiram Revels.
- 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: Brookhaven, Mississippi Triple: [Amtrak City of New Orleans route, servesCity, Brookhaven, Mississippi]
Generated description
Brookhaven, Mississippi is a small city in Lincoln County known as a regional hub in southwest Mississippi with historic downtown architecture and rail connections.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Brookhaven, Mississippi Target entity description: Brookhaven, Mississippi is a small city in Lincoln County known as a regional hub in southwest Mississippi with historic downtown architecture and rail connections.
-
A.
Southaven, Mississippi
Southaven, Mississippi is a rapidly growing suburban city in DeSoto County that serves as a major residential and commercial hub just south of Memphis, Tennessee.
-
B.
Cleveland, Mississippi
Cleveland, Mississippi is a small city in the Mississippi Delta region known for its educational institutions, including Delta State University, and its rich blues and cultural heritage.
-
C.
Decatur, Mississippi
Decatur, Mississippi is a small town in Newton County best known as the birthplace of civil rights leader Medgar Evers.
-
D.
Pearlington, Mississippi
Pearlington, Mississippi is a small unincorporated community in Hancock County near the Louisiana border, known for its proximity to NASA’s Stennis Space Center and the Pearl River.
-
E.
Aberdeen, Mississippi
Aberdeen, Mississippi is a small historic city in northeastern Mississippi known for its 19th-century architecture and role in the life of early African American senator Hiram Revels.
- 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_69b24af876288190ae21a1f434768e0d |
completed | March 12, 2026, 5:11 a.m. |
| NEDg | Description generation | batch_69b24cc38b34819097ede8e780c47d33 |
completed | March 12, 2026, 5:18 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b24d6a57bc8190af6f46bb9756227f |
completed | March 12, 2026, 5:21 a.m. |
Created at: March 6, 2026, 10:01 p.m.