Triple

T12818256
Position Surface form Disambiguated ID Type / Status
Subject St. Tammany Parish E306458 entity
Predicate hasMunicipality P847 FINISHED
Object Madisonville, Louisiana
Madisonville, Louisiana is a small historic town on the north shore of Lake Pontchartrain known for its maritime heritage and annual wooden boat festival.
 E1094904 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: Madisonville, Louisiana | Statement: [St. Tammany Parish, hasMunicipality, Madisonville, Louisiana]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Madisonville, Louisiana
Context triple: [St. Tammany Parish, hasMunicipality, Madisonville, 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. 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.
  • C. 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.
  • D. Springfield, Louisiana
    Springfield, Louisiana is a small town in Livingston Parish known historically as one of the places where future U.S. President Zachary Taylor once lived.
  • 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: Madisonville, Louisiana
Triple: [St. Tammany Parish, hasMunicipality, Madisonville, Louisiana]
Generated description
Madisonville, Louisiana is a small historic town on the north shore of Lake Pontchartrain known for its maritime heritage and annual wooden boat festival.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Madisonville, Louisiana
Target entity description: Madisonville, Louisiana is a small historic town on the north shore of Lake Pontchartrain known for its maritime heritage and annual wooden boat festival.
  • 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. 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.
  • C. 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.
  • D. Springfield, Louisiana
    Springfield, Louisiana is a small town in Livingston Parish known historically as one of the places where future U.S. President Zachary Taylor once lived.
  • 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_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_69fd4c1ee7048190b2571364b25bd49d completed May 8, 2026, 2:36 a.m.
NEDg Description generation batch_69fd4cc76178819086fb9a9b6b5cfd05 completed May 8, 2026, 2:39 a.m.
NED2 Entity disambiguation (via description) batch_69fd4dcc41c481908f0d7e05c4c176ee completed May 8, 2026, 2:43 a.m.
Created at: April 9, 2026, 5:31 p.m.