Triple

T15758181
Position Surface form Disambiguated ID Type / Status
Subject Ironwood, Michigan E382021 entity
Predicate hasPart P35 FINISHED
Object downtown Ironwood
Downtown Ironwood is the historic commercial and cultural core of Ironwood, Michigan, featuring local shops, restaurants, and preserved architecture that reflect the city’s Upper Peninsula mining heritage.
E1175089 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: downtown Ironwood | Statement: [Ironwood, Michigan, hasPart, downtown Ironwood]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: downtown Ironwood
Context triple: [Ironwood, Michigan, hasPart, downtown Ironwood]
  • A. Downtown Redlands
    Downtown Redlands is the historic commercial and cultural core of Redlands, California, known for its preserved architecture, local shops, and community events.
  • B. Downtown Center
    Downtown Center is an urban Broward College campus location serving students in the heart of downtown with higher-education programs and services.
  • C. Downtown Center
    Downtown Center is a Pensacola State College campus located in downtown Pensacola that offers higher education courses and workforce training programs.
  • D. Downtown Reach
    Downtown Reach is the central, urban section of the San Antonio River Walk known for its dense concentration of restaurants, shops, hotels, and cultural attractions.
  • E. City of Irondale
    The City of Irondale is a municipality in Jefferson County, Alabama, that serves as a residential suburb of Birmingham and provides local services and governance to its 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: downtown Ironwood
Triple: [Ironwood, Michigan, hasPart, downtown Ironwood]
Generated description
Downtown Ironwood is the historic commercial and cultural core of Ironwood, Michigan, featuring local shops, restaurants, and preserved architecture that reflect the city’s Upper Peninsula mining heritage.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: downtown Ironwood
Target entity description: Downtown Ironwood is the historic commercial and cultural core of Ironwood, Michigan, featuring local shops, restaurants, and preserved architecture that reflect the city’s Upper Peninsula mining heritage.
  • A. Downtown Redlands
    Downtown Redlands is the historic commercial and cultural core of Redlands, California, known for its preserved architecture, local shops, and community events.
  • B. Downtown Center
    Downtown Center is a Pensacola State College campus located in downtown Pensacola that offers higher education courses and workforce training programs.
  • C. Downtown Center
    Downtown Center is an urban Broward College campus location serving students in the heart of downtown with higher-education programs and services.
  • D. Downtown Reach
    Downtown Reach is the central, urban section of the San Antonio River Walk known for its dense concentration of restaurants, shops, hotels, and cultural attractions.
  • E. City of Irondale
    The City of Irondale is a municipality in Jefferson County, Alabama, that serves as a residential suburb of Birmingham and provides local services and governance to its 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_69d86d9e6b44819085d1f6a969ecb74c completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e050b35ea48190a758ee76a57b5451 completed April 16, 2026, 3 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff877311dc8190b55fe7ca5c0843da completed May 9, 2026, 7:13 p.m.
NEDg Description generation batch_69ff881731ac8190baa3cea2c9b7975b completed May 9, 2026, 7:16 p.m.
NED2 Entity disambiguation (via description) batch_69ff88cfbe388190b20c426b4c745f92 completed May 9, 2026, 7:19 p.m.
Created at: April 10, 2026, 4:47 a.m.