Triple
T4438589
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Interstate Highways in Arkansas |
E95712
|
entity |
| Predicate | connects |
P390
|
FINISHED |
| Object |
Hope, Arkansas
Hope, Arkansas is a small city in southwestern Arkansas best known as the birthplace of former U.S. President Bill Clinton.
|
E445539
|
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: Hope, Arkansas | Statement: [Interstate Highways in Arkansas, connects, Hope, Arkansas]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hope, Arkansas Context triple: [Interstate Highways in Arkansas, connects, Hope, Arkansas]
-
A.
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.
-
B.
Harrison, Arkansas
Harrison, Arkansas is a small city in north-central Arkansas that serves as a regional hub for government, commerce, and services in the Ozark Mountains area.
-
C.
Scott, Arkansas
Scott, Arkansas is a small unincorporated community and census-designated place in central Arkansas known for its agricultural heritage and historic plantations.
-
D.
Allport, Arkansas
Allport, Arkansas is a small town located in Lonoke County in the central part of the U.S. state of Arkansas.
-
E.
El Dorado, Arkansas
El Dorado, Arkansas is a small city in southern Arkansas known historically for its oil boom and as a regional economic and cultural center within the Ark-La-Tex 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: Hope, Arkansas Triple: [Interstate Highways in Arkansas, connects, Hope, Arkansas]
Generated description
Hope, Arkansas is a small city in southwestern Arkansas best known as the birthplace of former U.S. President Bill Clinton.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hope, Arkansas Target entity description: Hope, Arkansas is a small city in southwestern Arkansas best known as the birthplace of former U.S. President Bill Clinton.
-
A.
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.
-
B.
Harrison, Arkansas
Harrison, Arkansas is a small city in north-central Arkansas that serves as a regional hub for government, commerce, and services in the Ozark Mountains area.
-
C.
Scott, Arkansas
Scott, Arkansas is a small unincorporated community and census-designated place in central Arkansas known for its agricultural heritage and historic plantations.
-
D.
Allport, Arkansas
Allport, Arkansas is a small town located in Lonoke County in the central part of the U.S. state of Arkansas.
-
E.
El Dorado, Arkansas
El Dorado, Arkansas is a small city in southern Arkansas known historically for its oil boom and as a regional economic and cultural center within the Ark-La-Tex 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_69b3453ea2b48190a26f154b3b8fece5 |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b3558c75948190875a5fb10eac0597 |
completed | March 13, 2026, 12:08 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bb61047c88819080943c2ce62c0ffd |
completed | March 19, 2026, 2:35 a.m. |
| NEDg | Description generation | batch_69bb677e0ad08190a93a465ce023ab05 |
completed | March 19, 2026, 3:03 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69bb67f4e46c8190b5d4a07a54845b44 |
completed | March 19, 2026, 3:05 a.m. |
Created at: March 12, 2026, 11:31 p.m.