Triple
T3881874
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | J. B. Hunt |
E92839
|
entity |
| Predicate | hasBusinessHeadquartersAt |
P46909
|
FINISHED |
| Object |
Lowell, Arkansas
Lowell, Arkansas is a small but economically significant city in northwest Arkansas, best known as the corporate home of major transportation and logistics company J.B. Hunt.
|
E398923
|
NE FINISHED |
How this triple was built (5 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: Lowell, Arkansas | Statement: [J. B. Hunt, hasBusinessHeadquartersAt, Lowell, Arkansas]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lowell, Arkansas Context triple: [J. B. Hunt, hasBusinessHeadquartersAt, Lowell, Arkansas]
-
A.
Allport, Arkansas
Allport, Arkansas is a small town located in Lonoke County in the central part of the U.S. state of Arkansas.
-
B.
Huntsville, Arkansas
Huntsville, Arkansas is a small city in Madison County known as the hometown and longtime residence of former Arkansas governor Orval Faubus.
-
C.
Furlow, Arkansas
Furlow, Arkansas is an unincorporated rural community located in Lonoke County in central Arkansas.
-
D.
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.
-
E.
Carlisle, Arkansas
Carlisle, Arkansas is a small city in central Arkansas known for its agricultural community and location along Interstate 40 east of Little Rock.
- 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: Lowell, Arkansas Triple: [J. B. Hunt, hasBusinessHeadquartersAt, Lowell, Arkansas]
Generated description
Lowell, Arkansas is a small but economically significant city in northwest Arkansas, best known as the corporate home of major transportation and logistics company J.B. Hunt.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Lowell, Arkansas Target entity description: Lowell, Arkansas is a small but economically significant city in northwest Arkansas, best known as the corporate home of major transportation and logistics company J.B. Hunt.
-
A.
Allport, Arkansas
Allport, Arkansas is a small town located in Lonoke County in the central part of the U.S. state of Arkansas.
-
B.
Huntsville, Arkansas
Huntsville, Arkansas is a small city in Madison County known as the hometown and longtime residence of former Arkansas governor Orval Faubus.
-
C.
Furlow, Arkansas
Furlow, Arkansas is an unincorporated rural community located in Lonoke County in central Arkansas.
-
D.
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.
-
E.
Carlisle, Arkansas
Carlisle, Arkansas is a small city in central Arkansas known for its agricultural community and location along Interstate 40 east of Little Rock.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasBusinessHeadquartersAt Context triple: [J. B. Hunt, hasBusinessHeadquartersAt, Lowell, Arkansas]
-
A.
hasHeadquartersType
Indicates the specific kind or classification of headquarters associated with an entity.
-
B.
hasOrHadHeadquartersIn
chosen
Indicates that an organization currently has, or previously had, its main headquarters located in a specified place.
-
C.
establishesHeadquartersOf
Indicates that an entity selects and sets up the main administrative or operational center (headquarters) for another entity.
-
D.
organizationHeadquarteredInCountry
Indicates that an organization’s main headquarters or principal place of business is located within a specified country.
-
E.
headquartersFor
Indicates that a location serves as the main administrative center or base of operations for an organization or entity.
- F. None of above.
Provenance (6 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_69aed9697de0819087c2559295ff3d12 |
completed | March 9, 2026, 2:30 p.m. |
| NER | Named-entity recognition | batch_69aef1515c688190a38332aedeed8a76 |
completed | March 9, 2026, 4:12 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b52845684c8190b6f0676319a6fc3c |
completed | March 14, 2026, 9:20 a.m. |
| NEDg | Description generation | batch_69b5290462a88190892c0bcc3a74f2fa |
completed | March 14, 2026, 9:23 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b529600884819098cb208e38e6281a |
completed | March 14, 2026, 9:24 a.m. |
| PD | Predicate disambiguation | batch_69aee7574c408190893e70bf80514838 |
completed | March 9, 2026, 3:29 p.m. |
Created at: March 9, 2026, 3:20 p.m.