Triple
T12079471
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Northwood University |
E287639
|
entity |
| Predicate | hasFormerCampus |
P21994
|
FINISHED |
| Object |
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.
|
E963298
|
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: Cedar Hill, Texas campus | Statement: [Northwood University, hasFormerCampus, Cedar Hill, Texas campus]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cedar Hill, Texas campus Context triple: [Northwood University, hasFormerCampus, Cedar Hill, Texas campus]
-
A.
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.
-
B.
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.
-
C.
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.
-
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.
Dallas College
Dallas College is a large public community college system serving the Dallas, Texas, metropolitan area with a wide range of academic, technical, and workforce education programs.
- 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: Cedar Hill, Texas campus Triple: [Northwood University, hasFormerCampus, Cedar Hill, Texas campus]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Cedar Hill, Texas campus Target entity description: 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.
-
A.
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.
-
B.
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.
-
C.
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.
-
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.
Dallas College
Dallas College is a large public community college system serving the Dallas, Texas, metropolitan area with a wide range of academic, technical, and workforce education programs.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasFormerCampus Context triple: [Northwood University, hasFormerCampus, Cedar Hill, Texas campus]
-
A.
hasFormerInstitution
Indicates that an entity was previously affiliated with, employed by, or enrolled in a particular institution in the past.
-
B.
formerCampus
chosen
Indicates that an entity was once located on or associated with a particular campus, but is no longer based there.
-
C.
hasCollegeCampus
Indicates that an institution or organization possesses or is associated with a specific college campus as a physical or organizational site.
-
D.
hasRebuiltCampus
Indicates that an entity has undertaken and completed the process of reconstructing or significantly renovating a campus.
-
E.
hasHistoricUniversity
Indicates that an entity is associated with or contains a university of historical significance.
- 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_69d6ab4846e081908ee7bbd66a6d3459 |
completed | April 8, 2026, 7:23 p.m. |
| NER | Named-entity recognition | batch_69d9100b4ca8819084845ca4c13e34ce |
completed | April 10, 2026, 2:58 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f5f66301f081909697f9dd444a099e |
completed | May 2, 2026, 1:04 p.m. |
| NEDg | Description generation | batch_69f5fde880f4819094b2170bf4e82138 |
completed | May 2, 2026, 1:36 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f5ffc2cfd08190b87eccd3a73afc77 |
completed | May 2, 2026, 1:44 p.m. |
| PD | Predicate disambiguation | batch_69d902bf4f508190842927e7e0642235 |
completed | April 10, 2026, 2:01 p.m. |
Created at: April 8, 2026, 9:48 p.m.