Triple
T15173546
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | University of Arkansas System |
E362548
|
entity |
| Predicate | hasMember |
P10
|
FINISHED |
| Object |
University of Arkansas Clinton School of Public Service
The University of Arkansas Clinton School of Public Service is a graduate institution in Little Rock offering a Master of Public Service degree focused on practical leadership, policy, and community engagement inspired by the legacy of President Bill Clinton.
|
E1142634
|
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: University of Arkansas Clinton School of Public Service | Statement: [University of Arkansas System, hasMember, University of Arkansas Clinton School of Public Service]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: University of Arkansas Clinton School of Public Service Context triple: [University of Arkansas System, hasMember, University of Arkansas Clinton School of Public Service]
-
A.
University of Arkansas
The University of Arkansas is a major public research university in Fayetteville, Arkansas, known for its strong athletics programs, particularly the Razorbacks, and its role as the flagship campus of the University of Arkansas System.
-
B.
University of Arkansas System
The University of Arkansas System is a statewide public university system that oversees multiple campuses and educational institutions across Arkansas.
-
C.
University of Arkansas at Little Rock
The University of Arkansas at Little Rock is a public research university located in Little Rock, Arkansas, offering a wide range of undergraduate and graduate programs.
-
D.
University of Arkansas School of Law
The University of Arkansas School of Law is a public law school in Fayetteville, Arkansas, known for its programs in agricultural and food law and for educating figures such as former U.S. President Bill Clinton and Hillary Rodham Clinton.
-
E.
University of Central Arkansas
The University of Central Arkansas is a public university in Conway, Arkansas, known in part for being the alma mater of Basketball Hall of Famer Scottie Pippen.
- 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: University of Arkansas Clinton School of Public Service Triple: [University of Arkansas System, hasMember, University of Arkansas Clinton School of Public Service]
Generated description
The University of Arkansas Clinton School of Public Service is a graduate institution in Little Rock offering a Master of Public Service degree focused on practical leadership, policy, and community engagement inspired by the legacy of President Bill Clinton.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: University of Arkansas Clinton School of Public Service Target entity description: The University of Arkansas Clinton School of Public Service is a graduate institution in Little Rock offering a Master of Public Service degree focused on practical leadership, policy, and community engagement inspired by the legacy of President Bill Clinton.
-
A.
University of Arkansas
The University of Arkansas is a major public research university in Fayetteville, Arkansas, known for its strong athletics programs, particularly the Razorbacks, and its role as the flagship campus of the University of Arkansas System.
-
B.
University of Arkansas System
The University of Arkansas System is a statewide public university system that oversees multiple campuses and educational institutions across Arkansas.
-
C.
University of Arkansas at Little Rock
The University of Arkansas at Little Rock is a public research university located in Little Rock, Arkansas, offering a wide range of undergraduate and graduate programs.
-
D.
University of Arkansas School of Law
The University of Arkansas School of Law is a public law school in Fayetteville, Arkansas, known for its programs in agricultural and food law and for educating figures such as former U.S. President Bill Clinton and Hillary Rodham Clinton.
-
E.
University of Central Arkansas
The University of Central Arkansas is a public university in Conway, Arkansas, known in part for being the alma mater of Basketball Hall of Famer Scottie Pippen.
- 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_69d85a087b7c81908baa94a53dac8d68 |
completed | April 10, 2026, 2:01 a.m. |
| NER | Named-entity recognition | batch_69e006501b488190a2ab09dbf1532571 |
completed | April 15, 2026, 9:42 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fec88c69088190a61f0a5719e99b87 |
completed | May 9, 2026, 5:39 a.m. |
| NEDg | Description generation | batch_69fec93109c08190a3499e4520e31604 |
completed | May 9, 2026, 5:42 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fecc6fa8f88190aa6956e6e2b1f8ab |
completed | May 9, 2026, 5:55 a.m. |
Created at: April 10, 2026, 3:09 a.m.