Triple
T5383119
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Marshall, Texas |
E113136
|
entity |
| Predicate | hasEducationalInstitution |
P113
|
FINISHED |
| Object |
Texas State Technical College Marshall
Texas State Technical College Marshall is a public technical college campus in Marshall, Texas, offering career-focused and workforce-oriented education and training programs.
|
E516476
|
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: Texas State Technical College Marshall | Statement: [Marshall, Texas, hasEducationalInstitution, Texas State Technical College Marshall]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Texas State Technical College Marshall Context triple: [Marshall, Texas, hasEducationalInstitution, Texas State Technical College Marshall]
-
A.
Texas State Technical College Waco
Texas State Technical College Waco is a public technical institution in Waco, Texas, offering career-focused education and training in various applied science and technical fields.
-
B.
North Central Texas College
North Central Texas College is a public community college in Texas offering associate degrees, certificates, and workforce training across multiple campuses and online.
-
C.
Southwest Texas Junior College
Southwest Texas Junior College is a public community college serving Uvalde and the surrounding region in southwest Texas with two-year academic and vocational programs.
-
D.
Texas A&M University–Central Texas
Texas A&M University–Central Texas is a public regional university in Killeen, Texas, serving primarily upper-division undergraduates and graduate students as part of the Texas A&M University System.
-
E.
San Antonio College
San Antonio College is a public community college in San Antonio, Texas, known for offering two-year degree and certificate programs and serving as a major educational institution in the Alamo Colleges District.
- 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: Texas State Technical College Marshall Triple: [Marshall, Texas, hasEducationalInstitution, Texas State Technical College Marshall]
Generated description
Texas State Technical College Marshall is a public technical college campus in Marshall, Texas, offering career-focused and workforce-oriented education and training programs.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Texas State Technical College Marshall Target entity description: Texas State Technical College Marshall is a public technical college campus in Marshall, Texas, offering career-focused and workforce-oriented education and training programs.
-
A.
Texas State Technical College Waco
Texas State Technical College Waco is a public technical institution in Waco, Texas, offering career-focused education and training in various applied science and technical fields.
-
B.
North Central Texas College
North Central Texas College is a public community college in Texas offering associate degrees, certificates, and workforce training across multiple campuses and online.
-
C.
Southwest Texas Junior College
Southwest Texas Junior College is a public community college serving Uvalde and the surrounding region in southwest Texas with two-year academic and vocational programs.
-
D.
Texas A&M University–Central Texas
Texas A&M University–Central Texas is a public regional university in Killeen, Texas, serving primarily upper-division undergraduates and graduate students as part of the Texas A&M University System.
-
E.
San Antonio College
San Antonio College is a public community college in San Antonio, Texas, known for offering two-year degree and certificate programs and serving as a major educational institution in the Alamo Colleges District.
- 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_69bd4436a1988190af18dcff7fd306b4 |
completed | March 20, 2026, 12:57 p.m. |
| NER | Named-entity recognition | batch_69bd86f20f008190be7b5848af05f2b8 |
completed | March 20, 2026, 5:42 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bf294cb9288190ab1400dae18332de |
completed | March 21, 2026, 11:27 p.m. |
| NEDg | Description generation | batch_69bf2a23ba1881909ddc549728bbc2d3 |
completed | March 21, 2026, 11:30 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bf2e6d5f9081908327dff0058241f0 |
completed | March 21, 2026, 11:49 p.m. |
Created at: March 20, 2026, 2:03 p.m.