Triple
T23453041
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ishpeming, Michigan |
E567836
|
entity |
| Predicate | hasEducationalInstitution |
P113
|
FINISHED |
| Object |
Ishpeming Public School District
Ishpeming Public School District is a local public school system serving students in the Ishpeming area of Michigan’s Upper Peninsula.
|
E1586308
|
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: Ishpeming Public School District | Statement: [Ishpeming, Michigan, hasEducationalInstitution, Ishpeming Public School District]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ishpeming Public School District Context triple: [Ishpeming, Michigan, hasEducationalInstitution, Ishpeming Public School District]
-
A.
Pinconning Area School District
Pinconning Area School District is a public school district serving students in and around the community of Pinconning in Bay County, Michigan.
-
B.
Ishpeming, Michigan
Ishpeming, Michigan is a small city in Michigan’s Upper Peninsula known historically as an iron mining center and as the birthplace of Nobel Prize–winning chemist Glenn T. Seaborg.
-
C.
Alpena Public Schools
Alpena Public Schools is the public school district serving students in and around Alpena, Michigan, providing K–12 education through multiple elementary, middle, and high schools.
-
D.
Lake Pend Oreille School District
Lake Pend Oreille School District is a public school district serving Sandpoint and surrounding communities in northern Idaho.
-
E.
Munising Public Schools
Munising Public Schools is a public school district serving students in the Munising area of Michigan’s Upper Peninsula.
- 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: Ishpeming Public School District Triple: [Ishpeming, Michigan, hasEducationalInstitution, Ishpeming Public School District]
Generated description
Ishpeming Public School District is a local public school system serving students in the Ishpeming area of Michigan’s Upper Peninsula.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ishpeming Public School District Target entity description: Ishpeming Public School District is a local public school system serving students in the Ishpeming area of Michigan’s Upper Peninsula.
-
A.
Pinconning Area School District
Pinconning Area School District is a public school district serving students in and around the community of Pinconning in Bay County, Michigan.
-
B.
Ishpeming, Michigan
Ishpeming, Michigan is a small city in Michigan’s Upper Peninsula known historically as an iron mining center and as the birthplace of Nobel Prize–winning chemist Glenn T. Seaborg.
-
C.
Alpena Public Schools
Alpena Public Schools is the public school district serving students in and around Alpena, Michigan, providing K–12 education through multiple elementary, middle, and high schools.
-
D.
Lake Pend Oreille School District
Lake Pend Oreille School District is a public school district serving Sandpoint and surrounding communities in northern Idaho.
-
E.
Munising Public Schools
Munising Public Schools is a public school district serving students in the Munising area of Michigan’s Upper Peninsula.
- 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_69e2458b4c888190b1d7998f9862a558 |
completed | April 17, 2026, 2:36 p.m. |
| NER | Named-entity recognition | batch_69f1a694f19081909117bc9b10ca8a83 |
completed | April 29, 2026, 6:35 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0c67c0c2d081909da467271800b69d |
completed | May 19, 2026, 1:38 p.m. |
| NEDg | Description generation | batch_6a0c7218a358819082d8b19b57b61013 |
completed | May 19, 2026, 2:22 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0c76e904b08190a5329a3ed56291dc |
completed | May 19, 2026, 2:42 p.m. |
Created at: April 17, 2026, 5:52 p.m.