Triple
T21344605
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | U.S. Route 190 |
E526295
|
entity |
| Predicate | passesThrough |
P225
|
FINISHED |
| Object |
Denham Springs, Louisiana
Denham Springs, Louisiana is a small city in Livingston Parish, near Baton Rouge, known for its suburban character and historic downtown area.
|
E1489820
|
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: Denham Springs, Louisiana | Statement: [U.S. Route 190, passesThrough, Denham Springs, Louisiana]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Denham Springs, Louisiana Context triple: [U.S. Route 190, passesThrough, Denham Springs, Louisiana]
-
A.
Donaldsonville, Louisiana
Donaldsonville, Louisiana is a small historic city on the Mississippi River that once served as the state capital and is known for its rich Creole and Civil War heritage.
-
B.
Farmerville, Louisiana
Farmerville, Louisiana is a small town in Union Parish that serves as the parish seat and lies within the Monroe metropolitan area in northern Louisiana.
-
C.
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.
-
D.
Larose, Louisiana
Larose, Louisiana is a small unincorporated community in Lafourche Parish known for its Cajun culture, fishing and oil-related industries, and location along Bayou Lafourche in the southern Louisiana bayou region.
-
E.
Downsville, Louisiana
Downsville, Louisiana is a small rural village located in Union Parish in northern Louisiana, known for its quiet, close-knit community.
- 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: Denham Springs, Louisiana Triple: [U.S. Route 190, passesThrough, Denham Springs, Louisiana]
Generated description
Denham Springs, Louisiana is a small city in Livingston Parish, near Baton Rouge, known for its suburban character and historic downtown area.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Denham Springs, Louisiana Target entity description: Denham Springs, Louisiana is a small city in Livingston Parish, near Baton Rouge, known for its suburban character and historic downtown area.
-
A.
Donaldsonville, Louisiana
Donaldsonville, Louisiana is a small historic city on the Mississippi River that once served as the state capital and is known for its rich Creole and Civil War heritage.
-
B.
Farmerville, Louisiana
Farmerville, Louisiana is a small town in Union Parish that serves as the parish seat and lies within the Monroe metropolitan area in northern Louisiana.
-
C.
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.
-
D.
Larose, Louisiana
Larose, Louisiana is a small unincorporated community in Lafourche Parish known for its Cajun culture, fishing and oil-related industries, and location along Bayou Lafourche in the southern Louisiana bayou region.
-
E.
Downsville, Louisiana
Downsville, Louisiana is a small rural village located in Union Parish in northern Louisiana, known for its quiet, close-knit community.
- 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_69e0b51c33048190ab27cede74ef798c |
completed | April 16, 2026, 10:08 a.m. |
| NER | Named-entity recognition | batch_69e8a853e50c81909f8854eadf053049 |
completed | April 22, 2026, 10:52 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a09eec9df648190838800dcfe6378de |
completed | May 17, 2026, 4:37 p.m. |
| NEDg | Description generation | batch_6a09ef8209c48190a5c591f0cc7e601f |
completed | May 17, 2026, 4:40 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a09eff8ee408190a0ed72fe19bfcee2 |
completed | May 17, 2026, 4:42 p.m. |
Created at: April 16, 2026, 4:44 p.m.