Triple
T15055582
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | U.S. Route 67 |
E379481
|
entity |
| Predicate | passesThrough |
P225
|
FINISHED |
| Object |
Malvern, Arkansas
Malvern, Arkansas is a small city in central Arkansas known as the county seat of Hot Spring County and historically associated with brick manufacturing.
|
E1163741
|
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: Malvern, Arkansas | Statement: [U.S. Route 67, passesThrough, Malvern, Arkansas]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Malvern, Arkansas Context triple: [U.S. Route 67, passesThrough, Malvern, Arkansas]
-
A.
McAlmont, Arkansas
McAlmont, Arkansas is a small unincorporated community and census-designated place located in Pulaski County near Little Rock.
-
B.
Barling, Arkansas
Barling, Arkansas is a small city in western Arkansas that functions as a suburb of Fort Smith within the Fort Smith metropolitan area.
-
C.
Maumelle, Arkansas
Maumelle, Arkansas is a suburban city near Little Rock known for its planned residential communities, recreational lakes, and growing commercial development.
-
D.
Maysville, Arkansas
Maysville, Arkansas is a small rural community located in the northwestern part of the state near the Oklahoma border.
-
E.
Piggott, Arkansas
Piggott, Arkansas is a small town in northeastern Arkansas known for its connection to Ernest Hemingway through the residence of his second wife, Pauline Pfeiffer.
- 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: Malvern, Arkansas Triple: [U.S. Route 67, passesThrough, Malvern, Arkansas]
Generated description
Malvern, Arkansas is a small city in central Arkansas known as the county seat of Hot Spring County and historically associated with brick manufacturing.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Malvern, Arkansas Target entity description: Malvern, Arkansas is a small city in central Arkansas known as the county seat of Hot Spring County and historically associated with brick manufacturing.
-
A.
McAlmont, Arkansas
McAlmont, Arkansas is a small unincorporated community and census-designated place located in Pulaski County near Little Rock.
-
B.
Barling, Arkansas
Barling, Arkansas is a small city in western Arkansas that functions as a suburb of Fort Smith within the Fort Smith metropolitan area.
-
C.
Maumelle, Arkansas
Maumelle, Arkansas is a suburban city near Little Rock known for its planned residential communities, recreational lakes, and growing commercial development.
-
D.
Maysville, Arkansas
Maysville, Arkansas is a small rural community located in the northwestern part of the state near the Oklahoma border.
-
E.
Piggott, Arkansas
Piggott, Arkansas is a small town in northeastern Arkansas known for its connection to Ernest Hemingway through the residence of his second wife, Pauline Pfeiffer.
- 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_69d85cd64d108190853797a95c11cc45 |
completed | April 10, 2026, 2:13 a.m. |
| NER | Named-entity recognition | batch_69deda937f788190899d81bbb2084443 |
completed | April 15, 2026, 12:23 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff45406c8c8190beb87d4bb5c50355 |
completed | May 9, 2026, 2:31 p.m. |
| NEDg | Description generation | batch_69ff471cb68c8190924e894b190f15f4 |
completed | May 9, 2026, 2:39 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ff47aeddac8190a87024019ecb1396 |
completed | May 9, 2026, 2:41 p.m. |
Created at: April 10, 2026, 3:01 a.m.