Triple

T8723720
Position Surface form Disambiguated ID Type / Status
Subject James B. Eads E207077 entity
Predicate notableWork P4 FINISHED
Object St. Louis riverfront and harbor improvements
St. Louis riverfront and harbor improvements were a major 19th-century civil engineering project that modernized the city’s waterfront and navigation facilities along the Mississippi River.
E752974 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: St. Louis riverfront and harbor improvements | Statement: [James B. Eads, notableWork, St. Louis riverfront and harbor improvements]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: St. Louis riverfront and harbor improvements
Context triple: [James B. Eads, notableWork, St. Louis riverfront and harbor improvements]
  • A. San Antonio river improvement project
    The San Antonio River Improvement Project is a large-scale urban revitalization and flood-control initiative that expanded and enhanced the San Antonio River and its surroundings, including the famous River Walk, to support recreation, ecology, and tourism.
  • B. Central Corridor of St. Louis
    The Central Corridor of St. Louis is a major urban spine running through the city that encompasses several of its most prominent neighborhoods, cultural institutions, and employment centers.
  • C. Mississippi River system locks and dams
    The Mississippi River system locks and dams are a network of engineered structures that regulate water levels and enable commercial navigation along the Mississippi and its connected inland waterways.
  • D. Hannibal Riverfront
    Hannibal Riverfront is a historic waterfront district along the Mississippi River in Hannibal, Missouri, known for its scenic views, riverboat excursions, and connections to Mark Twain–themed attractions.
  • E. Pontchartrain Conservancy
    Pontchartrain Conservancy is a nonprofit environmental organization dedicated to protecting, restoring, and advocating for the Lake Pontchartrain Basin and its surrounding ecosystems in Louisiana.
  • 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: St. Louis riverfront and harbor improvements
Triple: [James B. Eads, notableWork, St. Louis riverfront and harbor improvements]
Generated description
St. Louis riverfront and harbor improvements were a major 19th-century civil engineering project that modernized the city’s waterfront and navigation facilities along the Mississippi River.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: St. Louis riverfront and harbor improvements
Target entity description: St. Louis riverfront and harbor improvements were a major 19th-century civil engineering project that modernized the city’s waterfront and navigation facilities along the Mississippi River.
  • A. San Antonio river improvement project
    The San Antonio River Improvement Project is a large-scale urban revitalization and flood-control initiative that expanded and enhanced the San Antonio River and its surroundings, including the famous River Walk, to support recreation, ecology, and tourism.
  • B. Central Corridor of St. Louis
    The Central Corridor of St. Louis is a major urban spine running through the city that encompasses several of its most prominent neighborhoods, cultural institutions, and employment centers.
  • C. Mississippi River system locks and dams
    The Mississippi River system locks and dams are a network of engineered structures that regulate water levels and enable commercial navigation along the Mississippi and its connected inland waterways.
  • D. Hannibal Riverfront
    Hannibal Riverfront is a historic waterfront district along the Mississippi River in Hannibal, Missouri, known for its scenic views, riverboat excursions, and connections to Mark Twain–themed attractions.
  • E. Pontchartrain Conservancy
    Pontchartrain Conservancy is a nonprofit environmental organization dedicated to protecting, restoring, and advocating for the Lake Pontchartrain Basin and its surrounding ecosystems in Louisiana.
  • 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_69ca835811d8819081ea00fd2a2c9a1c completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cc5d0791208190b043332247372d7b completed March 31, 2026, 11:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69cf290001108190a90784b13a0a25b1 completed April 3, 2026, 2:42 a.m.
NEDg Description generation batch_69cf2bd32cc881909ac8a61befa9929e completed April 3, 2026, 2:54 a.m.
NED2 Entity disambiguation (via description) batch_69cf2c69f83481909423858668d03a8b completed April 3, 2026, 2:56 a.m.
Created at: March 30, 2026, 6:36 p.m.