Triple
T19766205
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | University of Arkansas Hope-Texarkana |
E474762
|
entity |
| Predicate | campus |
P269
|
FINISHED |
| Object |
Texarkana campus
Texarkana campus is a branch location of the University of Arkansas Hope-Texarkana that provides community college education and workforce training to students in the Texarkana, Arkansas region.
|
E1394090
|
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: Texarkana campus | Statement: [University of Arkansas Hope-Texarkana, campus, Texarkana campus]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Texarkana campus Context triple: [University of Arkansas Hope-Texarkana, campus, Texarkana campus]
-
A.
Texarkana campus
Texarkana campus is the primary location of Texas A&M University–Texarkana, offering undergraduate and graduate programs in a regional public university setting near the Texas–Arkansas border.
-
B.
Fort Worth campus
The Fort Worth campus is a regional branch of Tarleton State University serving students in the Fort Worth, Texas area with a range of undergraduate and graduate programs.
-
C.
Denton campus
Denton campus is the main and largest campus of Texas Woman's University, located in Denton, Texas, and serving as the institution's primary academic and administrative center.
-
D.
Stephenville campus
Stephenville campus is the main campus of Tarleton State University, located in Stephenville, Texas and serving as the institution’s primary academic and administrative center.
-
E.
Cedar Hill, Texas campus
Cedar Hill, Texas campus was a former Northwood University location in Cedar Hill, Texas that housed the institution’s academic and student life facilities before its closure.
- 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: Texarkana campus Triple: [University of Arkansas Hope-Texarkana, campus, Texarkana campus]
Generated description
Texarkana campus is a branch location of the University of Arkansas Hope-Texarkana that provides community college education and workforce training to students in the Texarkana, Arkansas region.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Texarkana campus Target entity description: Texarkana campus is a branch location of the University of Arkansas Hope-Texarkana that provides community college education and workforce training to students in the Texarkana, Arkansas region.
-
A.
Texarkana campus
Texarkana campus is the primary location of Texas A&M University–Texarkana, offering undergraduate and graduate programs in a regional public university setting near the Texas–Arkansas border.
-
B.
Fort Worth campus
The Fort Worth campus is a regional branch of Tarleton State University serving students in the Fort Worth, Texas area with a range of undergraduate and graduate programs.
-
C.
Denton campus
Denton campus is the main and largest campus of Texas Woman's University, located in Denton, Texas, and serving as the institution's primary academic and administrative center.
-
D.
Stephenville campus
Stephenville campus is the main campus of Tarleton State University, located in Stephenville, Texas and serving as the institution’s primary academic and administrative center.
-
E.
Cedar Hill, Texas campus
Cedar Hill, Texas campus was a former Northwood University location in Cedar Hill, Texas that housed the institution’s academic and student life facilities before its closure.
- 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_69d8e51a43a08190956bc6df13c91a77 |
completed | April 10, 2026, 11:55 a.m. |
| NER | Named-entity recognition | batch_69e653232e508190a7d484c0a1e2939a |
completed | April 20, 2026, 4:24 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a07bd6ffbfc81909a4481abf9b8fb5a |
completed | May 16, 2026, 12:42 a.m. |
| NEDg | Description generation | batch_6a07be65daf88190a0ed2b6f8075141a |
completed | May 16, 2026, 12:46 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a07bf1be9648190bac752e8a6ca12bc |
completed | May 16, 2026, 12:49 a.m. |
Created at: April 10, 2026, 1:48 p.m.