Triple
T2028453
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ark-La-Tex |
E44462
|
entity |
| Predicate | hasMajorCity |
P316
|
FINISHED |
| Object |
Natchitoches, Louisiana
Natchitoches, Louisiana is a historic small city in northwestern Louisiana known as the oldest permanent settlement in the Louisiana Purchase territory and famed for its preserved French Creole architecture and annual Christmas festival.
|
E259623
|
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: Natchitoches, Louisiana | Statement: [Ark-La-Tex, hasMajorCity, Natchitoches, Louisiana]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Natchitoches, Louisiana Context triple: [Ark-La-Tex, hasMajorCity, Natchitoches, Louisiana]
-
A.
Calhoun, Louisiana
Calhoun, Louisiana is a small unincorporated community in northeastern Louisiana known for its rural character and proximity to the city of West Monroe.
-
B.
LaPlace, Louisiana
LaPlace, Louisiana is a census-designated place in St. John the Baptist Parish, known as a suburban community along the Mississippi River within the New Orleans metropolitan area.
-
C.
Luna, Louisiana
Luna, Louisiana is a small unincorporated community located in Ouachita Parish in the northern part of the state.
-
D.
Drew, Louisiana
Drew, Louisiana is a small unincorporated community located in Ouachita Parish in the northern part of the state.
-
E.
Colfax, Louisiana
Colfax, Louisiana is a small town in central Louisiana best known as the site of the 1873 Colfax massacre, one of the most violent episodes of Reconstruction-era racial conflict in the United States.
- 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: Natchitoches, Louisiana Triple: [Ark-La-Tex, hasMajorCity, Natchitoches, Louisiana]
Generated description
Natchitoches, Louisiana is a historic small city in northwestern Louisiana known as the oldest permanent settlement in the Louisiana Purchase territory and famed for its preserved French Creole architecture and annual Christmas festival.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Natchitoches, Louisiana Target entity description: Natchitoches, Louisiana is a historic small city in northwestern Louisiana known as the oldest permanent settlement in the Louisiana Purchase territory and famed for its preserved French Creole architecture and annual Christmas festival.
-
A.
Calhoun, Louisiana
Calhoun, Louisiana is a small unincorporated community in northeastern Louisiana known for its rural character and proximity to the city of West Monroe.
-
B.
LaPlace, Louisiana
LaPlace, Louisiana is a census-designated place in St. John the Baptist Parish, known as a suburban community along the Mississippi River within the New Orleans metropolitan area.
-
C.
Luna, Louisiana
Luna, Louisiana is a small unincorporated community located in Ouachita Parish in the northern part of the state.
-
D.
Drew, Louisiana
Drew, Louisiana is a small unincorporated community located in Ouachita Parish in the northern part of the state.
-
E.
Colfax, Louisiana
Colfax, Louisiana is a small town in central Louisiana best known as the site of the 1873 Colfax massacre, one of the most violent episodes of Reconstruction-era racial conflict in the United States.
- 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_69a889144f2481909932f0746a93023d |
completed | March 4, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69abb9136f888190b0fd03530e9eda1e |
completed | March 7, 2026, 5:35 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69aea84704a08190ac2ddf0370587f14 |
completed | March 9, 2026, 11 a.m. |
| NEDg | Description generation | batch_69aea91ce164819091aa24b287f9fb8e |
completed | March 9, 2026, 11:03 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69aea999b864819084134c670e7c5d9c |
completed | March 9, 2026, 11:06 a.m. |
Created at: March 4, 2026, 7:38 p.m.