Triple
T4448284
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Marshall County, Indiana |
E96342
|
entity |
| Predicate | hasTown |
P847
|
FINISHED |
| Object |
Argos, Indiana
Argos, Indiana is a small Midwestern town located in northern Indiana known for its rural community character and local agricultural surroundings.
|
E441030
|
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: Argos, Indiana | Statement: [Marshall County, Indiana, hasTown, Argos, Indiana]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Argos, Indiana Context triple: [Marshall County, Indiana, hasTown, Argos, Indiana]
-
A.
Kouts, Indiana
Kouts, Indiana is a small rural town located in northwestern Indiana within the Chicago metropolitan region.
-
B.
Osceola, Indiana
Osceola, Indiana is a small town in northern Indiana situated between the cities of South Bend and Elkhart.
-
C.
Gary, Indiana
Gary, Indiana is an industrial city in the Chicago metropolitan area historically known for its steel mills and as the birthplace of Michael Jackson and the Jackson family.
-
D.
Walkerton, Indiana
Walkerton, Indiana is a small town in northern Indiana known for its rural character and proximity to the South Bend metropolitan area.
-
E.
Rensselaer, Indiana
Rensselaer, Indiana is a small city in Jasper County known as the county seat and the final resting place of prominent U.S. Congressman Charles A. Halleck.
- 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: Argos, Indiana Triple: [Marshall County, Indiana, hasTown, Argos, Indiana]
Generated description
Argos, Indiana is a small Midwestern town located in northern Indiana known for its rural community character and local agricultural surroundings.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Argos, Indiana Target entity description: Argos, Indiana is a small Midwestern town located in northern Indiana known for its rural community character and local agricultural surroundings.
-
A.
Kouts, Indiana
Kouts, Indiana is a small rural town located in northwestern Indiana within the Chicago metropolitan region.
-
B.
Osceola, Indiana
Osceola, Indiana is a small town in northern Indiana situated between the cities of South Bend and Elkhart.
-
C.
Gary, Indiana
Gary, Indiana is an industrial city in the Chicago metropolitan area historically known for its steel mills and as the birthplace of Michael Jackson and the Jackson family.
-
D.
Walkerton, Indiana
Walkerton, Indiana is a small town in northern Indiana known for its rural character and proximity to the South Bend metropolitan area.
-
E.
Rensselaer, Indiana
Rensselaer, Indiana is a small city in Jasper County known as the county seat and the final resting place of prominent U.S. Congressman Charles A. Halleck.
- 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_69b61386df48819080e44a23b9d67d23 |
completed | March 15, 2026, 2:03 a.m. |
| NEDg | Description generation | batch_69b617c13d4481909d22d201ce405d3a |
completed | March 15, 2026, 2:21 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b6187687f8819084e2d611e9e31f79 |
completed | March 15, 2026, 2:24 a.m. |
Created at: March 12, 2026, 11:32 p.m.