Triple
T14170202
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Spencer, Iowa |
E351184
|
entity |
| Predicate | hasEducationalInstitution |
P113
|
FINISHED |
| Object |
Spencer Community School District
Spencer Community School District is a public school system serving students in the Spencer, Iowa area across multiple grade levels.
|
E1082949
|
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: Spencer Community School District | Statement: [Spencer, Iowa, hasEducationalInstitution, Spencer Community School District]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Spencer Community School District Context triple: [Spencer, Iowa, hasEducationalInstitution, Spencer Community School District]
-
A.
Harlan Community School District
Harlan Community School District is a public school district in western Iowa that provides K–12 education to students in Harlan and several surrounding communities, including Portsmouth.
-
B.
Southgate Community School District
Southgate Community School District is a public school system serving students in the city of Southgate, Michigan.
-
C.
Sheldon Community School District
Sheldon Community School District is a public school district that provides K–12 education to students in and around Sheldon, Iowa.
-
D.
Highland Community School District
Highland Community School District is a public school district serving students in and around rural communities in Washington County, Iowa.
-
E.
Sycamore Community School District
Sycamore Community School District is a public school system serving students in and around Montgomery, Ohio, known for its strong academic programs and community involvement.
- 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: Spencer Community School District Triple: [Spencer, Iowa, hasEducationalInstitution, Spencer Community School District]
Generated description
Spencer Community School District is a public school system serving students in the Spencer, Iowa area across multiple grade levels.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Spencer Community School District Target entity description: Spencer Community School District is a public school system serving students in the Spencer, Iowa area across multiple grade levels.
-
A.
Harlan Community School District
Harlan Community School District is a public school district in western Iowa that provides K–12 education to students in Harlan and several surrounding communities, including Portsmouth.
-
B.
Southgate Community School District
Southgate Community School District is a public school system serving students in the city of Southgate, Michigan.
-
C.
Sheldon Community School District
Sheldon Community School District is a public school district that provides K–12 education to students in and around Sheldon, Iowa.
-
D.
Highland Community School District
Highland Community School District is a public school district serving students in and around rural communities in Washington County, Iowa.
-
E.
Sycamore Community School District
Sycamore Community School District is a public school system serving students in and around Montgomery, Ohio, known for its strong academic programs and community involvement.
- 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_69d8278834a08190b0f1784e58d7b99c |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69de61b472288190b4a271daa54aa6cd |
completed | April 14, 2026, 3:48 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fcf7f779248190921c85f99f587296 |
completed | May 7, 2026, 8:37 p.m. |
| NEDg | Description generation | batch_69fcf8bb58ac81908e66156a805edda8 |
completed | May 7, 2026, 8:40 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69fcf93b528c81908c0ee11908d25574 |
completed | May 7, 2026, 8:42 p.m. |
Created at: April 10, 2026, 1:01 a.m.