Triple
T15055587
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | U.S. Route 67 |
E379481
|
entity |
| Predicate | passesThrough |
P225
|
FINISHED |
| Object |
Walnut Ridge, Arkansas
Walnut Ridge, Arkansas is a small city in northeastern Arkansas known as a regional transportation hub and for its historic railroad and aviation heritage.
|
E1166203
|
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: Walnut Ridge, Arkansas | Statement: [U.S. Route 67, passesThrough, Walnut Ridge, Arkansas]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Walnut Ridge, Arkansas Context triple: [U.S. Route 67, passesThrough, Walnut Ridge, Arkansas]
-
A.
Wabbaseka, Arkansas
Wabbaseka, Arkansas is a small rural town in Jefferson County best known as the birthplace of civil rights activist and Black Panther Party leader Eldridge Cleaver.
-
B.
Woodson, Arkansas
Woodson, Arkansas is an unincorporated community and census-designated place in central Arkansas known for its rural character and proximity to the Little Rock metropolitan area.
-
C.
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.
-
D.
Huttig, Arkansas
Huttig, Arkansas is a small city in Union County in southern Arkansas, historically tied to the timber industry and served by the Huttig Public Schools system.
-
E.
Walnut Hill, Arkansas
Walnut Hill, Arkansas is a small unincorporated community historically notable as the place where Arkansas’s first governor, James Sevier Conway, died.
- 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: Walnut Ridge, Arkansas Triple: [U.S. Route 67, passesThrough, Walnut Ridge, Arkansas]
Generated description
Walnut Ridge, Arkansas is a small city in northeastern Arkansas known as a regional transportation hub and for its historic railroad and aviation heritage.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Walnut Ridge, Arkansas Target entity description: Walnut Ridge, Arkansas is a small city in northeastern Arkansas known as a regional transportation hub and for its historic railroad and aviation heritage.
-
A.
Wabbaseka, Arkansas
Wabbaseka, Arkansas is a small rural town in Jefferson County best known as the birthplace of civil rights activist and Black Panther Party leader Eldridge Cleaver.
-
B.
Woodson, Arkansas
Woodson, Arkansas is an unincorporated community and census-designated place in central Arkansas known for its rural character and proximity to the Little Rock metropolitan area.
-
C.
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.
-
D.
Huttig, Arkansas
Huttig, Arkansas is a small city in Union County in southern Arkansas, historically tied to the timber industry and served by the Huttig Public Schools system.
-
E.
Walnut Hill, Arkansas
Walnut Hill, Arkansas is a small unincorporated community historically notable as the place where Arkansas’s first governor, James Sevier Conway, died.
- 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_69ff56b25a808190b56f8ab3c506b771 |
completed | May 9, 2026, 3:45 p.m. |
| NEDg | Description generation | batch_69ff5844ba34819088ec15a0ba87d2cd |
completed | May 9, 2026, 3:52 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ff589de85c8190abc9c888ac90cf52 |
completed | May 9, 2026, 3:54 p.m. |
Created at: April 10, 2026, 3:01 a.m.