Triple
T8870996
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Shenandoah, Iowa |
E211153
|
entity |
| Predicate | hasEducationalInstitution |
P113
|
FINISHED |
| Object |
Shenandoah Community School District
Shenandoah Community School District is a public school district that provides K–12 education to students in and around the city of Shenandoah, Iowa.
|
E763407
|
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: Shenandoah Community School District | Statement: [Shenandoah, Iowa, hasEducationalInstitution, Shenandoah Community School District]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Shenandoah Community School District Context triple: [Shenandoah, Iowa, hasEducationalInstitution, Shenandoah Community School District]
-
A.
Chesapeake Public Schools
Chesapeake Public Schools is the public school district serving the city of Chesapeake, Virginia, operating its network of elementary, middle, and high schools.
-
B.
Stafford County Public Schools
Stafford County Public Schools is the K–12 school district responsible for operating and overseeing public education in Stafford County, Virginia.
-
C.
Pittsylvania County Public Schools
Pittsylvania County Public Schools is the public school district responsible for providing K–12 education to students in Pittsylvania County, Virginia.
-
D.
Frederick County Public Schools
Frederick County Public Schools is the public school district that operates and oversees K–12 education for students throughout Frederick County, Maryland.
-
E.
Frederick County Public Schools
Frederick County Public Schools is the public school district that serves students in Frederick County, Virginia, including the community of Gore.
- 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: Shenandoah Community School District Triple: [Shenandoah, Iowa, hasEducationalInstitution, Shenandoah Community School District]
Generated description
Shenandoah Community School District is a public school district that provides K–12 education to students in and around the city of Shenandoah, Iowa.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Shenandoah Community School District Target entity description: Shenandoah Community School District is a public school district that provides K–12 education to students in and around the city of Shenandoah, Iowa.
-
A.
Chesapeake Public Schools
Chesapeake Public Schools is the public school district serving the city of Chesapeake, Virginia, operating its network of elementary, middle, and high schools.
-
B.
Stafford County Public Schools
Stafford County Public Schools is the K–12 school district responsible for operating and overseeing public education in Stafford County, Virginia.
-
C.
Pittsylvania County Public Schools
Pittsylvania County Public Schools is the public school district responsible for providing K–12 education to students in Pittsylvania County, Virginia.
-
D.
Frederick County Public Schools
Frederick County Public Schools is the public school district that operates and oversees K–12 education for students throughout Frederick County, Maryland.
-
E.
Frederick County Public Schools
Frederick County Public Schools is the public school district that serves students in Frederick County, Virginia, including the community of Gore.
- 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_69ca838d3c7c8190a849566d5afd2b11 |
completed | March 30, 2026, 2:07 p.m. |
| NER | Named-entity recognition | batch_69cc6126d2f88190979ab25772ee657c |
completed | April 1, 2026, 12:04 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cfa0ea9f5c8190b5c32fb1fefdc68b |
completed | April 3, 2026, 11:13 a.m. |
| NEDg | Description generation | batch_69cfa191d7d0819085a6b9bf7fa56067 |
completed | April 3, 2026, 11:16 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cfa28b1d1c8190ab4a10ba8fa7259d |
completed | April 3, 2026, 11:20 a.m. |
Created at: March 30, 2026, 6:51 p.m.