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.