Triple
T12291181
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | University of Hertfordshire |
E292964
|
entity |
| Predicate | formerName |
P65
|
FINISHED |
| Object |
Hatfield Technical College
Hatfield Technical College was a former further and higher education institution in Hatfield, England, that later evolved into the University of Hertfordshire.
|
E973941
|
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: Hatfield Technical College | Statement: [University of Hertfordshire, formerName, Hatfield Technical College]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hatfield Technical College Context triple: [University of Hertfordshire, formerName, Hatfield Technical College]
-
A.
Pennsylvania College of Technology
Pennsylvania College of Technology is a public institution in Williamsport, Pennsylvania, known for its hands-on, career-focused technical and applied technology programs and its affiliation with The Pennsylvania State University.
-
B.
Mountainland Technical College
Mountainland Technical College is a public technical education institution in Utah offering career-focused training and certificate programs in fields such as healthcare, trades, and technology.
-
C.
Fairmount College
Fairmount College was the original private liberal arts institution that later evolved into Wichita State University in Wichita, Kansas.
-
D.
Elizabethtown Community and Technical College
Elizabethtown Community and Technical College is a public two-year institution in Kentucky offering associate degrees, technical programs, and workforce training to students in Hardin County and surrounding areas.
-
E.
Flint Hills Technical College
Flint Hills Technical College is a public two-year institution in Emporia, Kansas, offering career and technical education programs in fields such as healthcare, technology, and skilled trades.
- 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: Hatfield Technical College Triple: [University of Hertfordshire, formerName, Hatfield Technical College]
Generated description
Hatfield Technical College was a former further and higher education institution in Hatfield, England, that later evolved into the University of Hertfordshire.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hatfield Technical College Target entity description: Hatfield Technical College was a former further and higher education institution in Hatfield, England, that later evolved into the University of Hertfordshire.
-
A.
Pennsylvania College of Technology
Pennsylvania College of Technology is a public institution in Williamsport, Pennsylvania, known for its hands-on, career-focused technical and applied technology programs and its affiliation with The Pennsylvania State University.
-
B.
Mountainland Technical College
Mountainland Technical College is a public technical education institution in Utah offering career-focused training and certificate programs in fields such as healthcare, trades, and technology.
-
C.
Fairmount College
Fairmount College was the original private liberal arts institution that later evolved into Wichita State University in Wichita, Kansas.
-
D.
Elizabethtown Community and Technical College
Elizabethtown Community and Technical College is a public two-year institution in Kentucky offering associate degrees, technical programs, and workforce training to students in Hardin County and surrounding areas.
-
E.
Flint Hills Technical College
Flint Hills Technical College is a public two-year institution in Emporia, Kansas, offering career and technical education programs in fields such as healthcare, technology, and skilled trades.
- 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_69d6ab690ad081908c0ed3870ec82d53 |
completed | April 8, 2026, 7:24 p.m. |
| NER | Named-entity recognition | batch_69d91d22ba488190914342fa7e69e159 |
completed | April 10, 2026, 3:54 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f61e775dac819099d44b61cbccc109 |
completed | May 2, 2026, 3:55 p.m. |
| NEDg | Description generation | batch_69f61f5cc5608190a67a888eb5136ada |
completed | May 2, 2026, 3:59 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f62006afcc8190b8e3b55a5fd8eaca |
completed | May 2, 2026, 4:02 p.m. |
Created at: April 8, 2026, 9:52 p.m.