Triple
T7444610
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Orient-Macksburg Community School District |
E171842
|
entity |
| Predicate | servesCommunity |
P82
|
FINISHED |
| Object |
Macksburg, Iowa
Macksburg, Iowa is a small rural town in Madison County known for its close-knit community and agricultural surroundings.
|
E664754
|
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: Macksburg, Iowa | Statement: [Orient-Macksburg Community School District, servesCommunity, Macksburg, Iowa]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Macksburg, Iowa Context triple: [Orient-Macksburg Community School District, servesCommunity, Macksburg, Iowa]
-
A.
Blakesburg, Iowa
Blakesburg, Iowa is a small rural town in southern Iowa known for its close-knit community and agricultural surroundings.
-
B.
Millersburg, Iowa
Millersburg, Iowa is a small rural city located in eastern Iowa within the Cedar Rapids/Iowa City region.
-
C.
Fredericksburg, Iowa
Fredericksburg, Iowa is a small rural city located in northeastern Iowa within Chickasaw County.
-
D.
Prairieburg, Iowa
Prairieburg, Iowa is a small rural city located in eastern Iowa within Linn County.
-
E.
Martensdale, Iowa
Martensdale, Iowa is a small rural city in south-central Iowa that serves as a local community hub within the Des Moines metropolitan area.
- 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: Macksburg, Iowa Triple: [Orient-Macksburg Community School District, servesCommunity, Macksburg, Iowa]
Generated description
Macksburg, Iowa is a small rural town in Madison County known for its close-knit community and agricultural surroundings.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Macksburg, Iowa Target entity description: Macksburg, Iowa is a small rural town in Madison County known for its close-knit community and agricultural surroundings.
-
A.
Blakesburg, Iowa
Blakesburg, Iowa is a small rural town in southern Iowa known for its close-knit community and agricultural surroundings.
-
B.
Millersburg, Iowa
Millersburg, Iowa is a small rural city located in eastern Iowa within the Cedar Rapids/Iowa City region.
-
C.
Fredericksburg, Iowa
Fredericksburg, Iowa is a small rural city located in northeastern Iowa within Chickasaw County.
-
D.
Prairieburg, Iowa
Prairieburg, Iowa is a small rural city located in eastern Iowa within Linn County.
-
E.
Martensdale, Iowa
Martensdale, Iowa is a small rural city in south-central Iowa that serves as a local community hub within the Des Moines metropolitan area.
- 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_69c68a65402881908f7869368eb746fb |
completed | March 27, 2026, 1:47 p.m. |
| NER | Named-entity recognition | batch_69c6f36e9a588190b54b8bae181fc971 |
completed | March 27, 2026, 9:15 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c827a1bdf48190a0bf217044fb05f8 |
completed | March 28, 2026, 7:10 p.m. |
| NEDg | Description generation | batch_69c828a2fda88190b69c6f89fc617fbd |
completed | March 28, 2026, 7:14 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c82936b4688190a83f1d15052c254c |
completed | March 28, 2026, 7:17 p.m. |
Created at: March 27, 2026, 3:14 p.m.