Triple
T12818254
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | St. Tammany Parish |
E306458
|
entity |
| Predicate | hasMunicipality |
P847
|
FINISHED |
| Object |
Mandeville, Louisiana
Mandeville, Louisiana is a lakeside city on the north shore of Lake Pontchartrain known for its historic charm, waterfront views, and role as a residential and recreational community near New Orleans.
|
E1085291
|
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: Mandeville, Louisiana | Statement: [St. Tammany Parish, hasMunicipality, Mandeville, Louisiana]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mandeville, Louisiana Context triple: [St. Tammany Parish, hasMunicipality, Mandeville, Louisiana]
-
A.
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.
-
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.
Raceland, Louisiana
Raceland, Louisiana is a small unincorporated community in Lafourche Parish known for its Cajun culture, proximity to coastal wetlands, and role as a local hub in the bayou region of south Louisiana.
-
D.
Monroe, Louisiana
Monroe, Louisiana is a city in northeastern Louisiana that serves as a regional hub for commerce, education, and culture along the Ouachita River.
-
E.
Covington, Louisiana
Covington, Louisiana is a small historic city on the North Shore of Lake Pontchartrain known for its charming downtown, arts scene, and role as a commercial and cultural hub of the area.
- 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: Mandeville, Louisiana Triple: [St. Tammany Parish, hasMunicipality, Mandeville, Louisiana]
Generated description
Mandeville, Louisiana is a lakeside city on the north shore of Lake Pontchartrain known for its historic charm, waterfront views, and role as a residential and recreational community near New Orleans.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Mandeville, Louisiana Target entity description: Mandeville, Louisiana is a lakeside city on the north shore of Lake Pontchartrain known for its historic charm, waterfront views, and role as a residential and recreational community near New Orleans.
-
A.
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.
-
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.
Raceland, Louisiana
Raceland, Louisiana is a small unincorporated community in Lafourche Parish known for its Cajun culture, proximity to coastal wetlands, and role as a local hub in the bayou region of south Louisiana.
-
D.
Monroe, Louisiana
Monroe, Louisiana is a city in northeastern Louisiana that serves as a regional hub for commerce, education, and culture along the Ouachita River.
-
E.
Covington, Louisiana
chosen
Covington, Louisiana is a small historic city on the North Shore of Lake Pontchartrain known for its charming downtown, arts scene, and role as a commercial and cultural hub of the area.
- F. None of above.
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_69d7bdf46c448190b1faa55aaacb6317 |
completed | April 9, 2026, 2:55 p.m. |
| NER | Named-entity recognition | batch_69d96e9d00088190ac0f5d60e1de7a7c |
completed | April 10, 2026, 9:41 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd466577508190b1926c475b7c49dc |
completed | May 8, 2026, 2:11 a.m. |
| NEDg | Description generation | batch_69fd4768edc881909a0c586b6d9568a3 |
completed | May 8, 2026, 2:16 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fd47eb7db08190a68f60b255073d8d |
completed | May 8, 2026, 2:18 a.m. |
Created at: April 9, 2026, 5:31 p.m.