Triple
T7799795
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Sabine River |
E180397
|
entity |
| Predicate | hasCityOnBank |
P7935
|
FINISHED |
| Object |
Starks, Louisiana
Starks, Louisiana is a small unincorporated community in western Louisiana near the Texas border, known for its rural character and proximity to the Sabine River.
|
E695562
|
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: Starks, Louisiana | Statement: [Sabine River, hasCityOnBank, Starks, Louisiana]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Starks, Louisiana Context triple: [Sabine River, hasCityOnBank, Starks, Louisiana]
-
A.
Richwood, Louisiana
Richwood, Louisiana is a small town in Ouachita Parish that forms part of the Monroe metropolitan area in northeastern Louisiana.
-
B.
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.
-
C.
Swartz, Louisiana
Swartz, Louisiana is a small unincorporated community and census-designated place in northeastern Louisiana, located near the city of Monroe.
-
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: Starks, Louisiana Triple: [Sabine River, hasCityOnBank, Starks, Louisiana]
Generated description
Starks, Louisiana is a small unincorporated community in western Louisiana near the Texas border, known for its rural character and proximity to the Sabine River.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Starks, Louisiana Target entity description: Starks, Louisiana is a small unincorporated community in western Louisiana near the Texas border, known for its rural character and proximity to the Sabine River.
-
A.
Richwood, Louisiana
Richwood, Louisiana is a small town in Ouachita Parish that forms part of the Monroe metropolitan area in northeastern Louisiana.
-
B.
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.
-
C.
Swartz, Louisiana
Swartz, Louisiana is a small unincorporated community and census-designated place in northeastern Louisiana, located near the city of Monroe.
-
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_69ca827e50cc8190a92a733577184938 |
completed | March 30, 2026, 2:02 p.m. |
| NER | Named-entity recognition | batch_69cae985d8f08190b38d9d6848a7dc83 |
completed | March 30, 2026, 9:22 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cb142117b48190bdc17677592bfa8f |
completed | March 31, 2026, 12:24 a.m. |
| NEDg | Description generation | batch_69cb1a1414a08190912945cee30e6bc2 |
completed | March 31, 2026, 12:49 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cb3843368881908d7c4d5a81c53a23 |
completed | March 31, 2026, 2:58 a.m. |
Created at: March 30, 2026, 4:33 p.m.