Triple
T4448283
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Marshall County, Indiana |
E96342
|
entity |
| Predicate | hasTown |
P847
|
FINISHED |
| Object |
Bremen, Indiana
Bremen, Indiana is a small Midwestern town in northern Indiana known for its agricultural roots, tight-knit community, and location within Marshall County.
|
E503154
|
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: Bremen, Indiana | Statement: [Marshall County, Indiana, hasTown, Bremen, Indiana]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bremen, Indiana Context triple: [Marshall County, Indiana, hasTown, Bremen, Indiana]
-
A.
Boston, Indiana
Boston, Indiana is a small rural community located in Wayne County in the eastern part of the state near the Ohio border.
-
B.
Bedford, Indiana
Bedford, Indiana is a small city in southern Indiana renowned as a major center of the Indiana limestone industry.
-
C.
Waterloo, Indiana
Waterloo, Indiana is a small town in northeastern Indiana that functions as a regional rail stop, notably hosting Amtrak’s Capitol Limited route between Chicago and the East Coast.
-
D.
Elkhart, Indiana
Elkhart, Indiana is a small city in northern Indiana known for its recreational vehicle manufacturing industry and location near the Michigan border.
-
E.
Salem, Indiana
Salem, Indiana is a small historic city in southern Indiana, best known as the birthplace of statesman and diplomat John Hay.
- 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: Bremen, Indiana Triple: [Marshall County, Indiana, hasTown, Bremen, Indiana]
Generated description
Bremen, Indiana is a small Midwestern town in northern Indiana known for its agricultural roots, tight-knit community, and location within Marshall County.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bremen, Indiana Target entity description: Bremen, Indiana is a small Midwestern town in northern Indiana known for its agricultural roots, tight-knit community, and location within Marshall County.
-
A.
Boston, Indiana
Boston, Indiana is a small rural community located in Wayne County in the eastern part of the state near the Ohio border.
-
B.
Bedford, Indiana
Bedford, Indiana is a small city in southern Indiana renowned as a major center of the Indiana limestone industry.
-
C.
Waterloo, Indiana
Waterloo, Indiana is a small town in northeastern Indiana that functions as a regional rail stop, notably hosting Amtrak’s Capitol Limited route between Chicago and the East Coast.
-
D.
Elkhart, Indiana
Elkhart, Indiana is a small city in northern Indiana known for its recreational vehicle manufacturing industry and location near the Michigan border.
-
E.
Salem, Indiana
Salem, Indiana is a small historic city in southern Indiana, best known as the birthplace of statesman and diplomat John Hay.
- 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_69b345415ba481908df738e7174448ba |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b355d45b748190b09b7067fc6279b0 |
completed | March 13, 2026, 12:09 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69beef7bd5048190b19be461683c864c |
completed | March 21, 2026, 7:20 p.m. |
| NEDg | Description generation | batch_69bef05ed6188190a86ec2a3bebd21dc |
completed | March 21, 2026, 7:24 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bef0e41b508190baca5e15efb65ee9 |
completed | March 21, 2026, 7:26 p.m. |
Created at: March 12, 2026, 11:32 p.m.