Triple

T2655457
Position Surface form Disambiguated ID Type / Status
Subject Shreveport, Louisiana, United States E54597 entity
Predicate hasSportsTeam P330 FINISHED
Object Shreveport Mudbugs
The Shreveport Mudbugs are a junior ice hockey team based in Shreveport, Louisiana, known for their passionate local following and participation in the North American Hockey League (NAHL).
E286041 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: Shreveport Mudbugs | Statement: [Shreveport, Louisiana, United States, hasSportsTeam, Shreveport Mudbugs]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Shreveport Mudbugs
Context triple: [Shreveport, Louisiana, United States, hasSportsTeam, Shreveport Mudbugs]
  • A. Shreveport Pirates
    The Shreveport Pirates were a short-lived Canadian Football League team based in Shreveport, Louisiana, that played in the mid-1990s during the league’s U.S. expansion.
  • B. Huntsville Stars
    The Huntsville Stars were a Minor League Baseball team based in Huntsville, Alabama, that served as a Double-A affiliate for several Major League clubs before relocating and rebranding.
  • C. Baltimore Claws
    The Baltimore Claws were a short-lived American Basketball Association team that briefly existed in 1975 before folding prior to the start of the season.
  • D. Albany Firebirds
    The Albany Firebirds are a professional arena football team based in Albany, New York, known for competing in the Arena Football League during the 1990s and early 2000s.
  • E. Birmingham Barracudas
    The Birmingham Barracudas were a short-lived Canadian Football League expansion team based in Birmingham, Alabama, that played only during the 1995 season.
  • 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: Shreveport Mudbugs
Triple: [Shreveport, Louisiana, United States, hasSportsTeam, Shreveport Mudbugs]
Generated description
The Shreveport Mudbugs are a junior ice hockey team based in Shreveport, Louisiana, known for their passionate local following and participation in the North American Hockey League (NAHL).
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Shreveport Mudbugs
Target entity description: The Shreveport Mudbugs are a junior ice hockey team based in Shreveport, Louisiana, known for their passionate local following and participation in the North American Hockey League (NAHL).
  • A. Shreveport Pirates
    The Shreveport Pirates were a short-lived Canadian Football League team based in Shreveport, Louisiana, that played in the mid-1990s during the league’s U.S. expansion.
  • B. Huntsville Stars
    The Huntsville Stars were a Minor League Baseball team based in Huntsville, Alabama, that served as a Double-A affiliate for several Major League clubs before relocating and rebranding.
  • C. Baltimore Claws
    The Baltimore Claws were a short-lived American Basketball Association team that briefly existed in 1975 before folding prior to the start of the season.
  • D. Albany Firebirds
    The Albany Firebirds are a professional arena football team based in Albany, New York, known for competing in the Arena Football League during the 1990s and early 2000s.
  • E. Birmingham Barracudas
    The Birmingham Barracudas were a short-lived Canadian Football League expansion team based in Birmingham, Alabama, that played only during the 1995 season.
  • 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_69ab49e028948190b97e01d73548b1d9 completed March 6, 2026, 9:40 p.m.
NER Named-entity recognition batch_69abd933ec008190aef1442460c4cfbc completed March 7, 2026, 7:52 a.m.
NED1 Entity disambiguation (via context triple) batch_69af98d325ec819097d7f80a28343687 completed March 10, 2026, 4:06 a.m.
NEDg Description generation batch_69af9942390081909fd17fa20386fed6 completed March 10, 2026, 4:08 a.m.
NED2 Entity disambiguation (via description) batch_69af99af3c8c8190b1342dd4bd5866e2 completed March 10, 2026, 4:10 a.m.
Created at: March 6, 2026, 9:53 p.m.