Triple
T9954248
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Apu Nahasapeemapetilon |
E195405
|
entity |
| Predicate | almaMater |
P5
|
FINISHED |
| Object |
Springfield Heights Institute of Technology
Springfield Heights Institute of Technology is a fictional higher-education institution in the animated series "The Simpsons," known as the college attended by Apu Nahasapeemapetilon.
|
E831010
|
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: Springfield Heights Institute of Technology | Statement: [Apu Nahasapeemapetilon, almaMater, Springfield Heights Institute of Technology]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Springfield Heights Institute of Technology Context triple: [Apu Nahasapeemapetilon, almaMater, Springfield Heights Institute of Technology]
-
A.
Blue Hills Regional Technical School
Blue Hills Regional Technical School is a public vocational-technical high school serving multiple communities in the Greater Boston area with career-focused and academic education.
-
B.
William Fremd High School
William Fremd High School is a public secondary school serving students in the northwest suburban community of Palatine, Illinois.
-
C.
Northern Highlands Regional High School
Northern Highlands Regional High School is a highly regarded public secondary school serving students from several suburban communities in northern Bergen County, New Jersey.
-
D.
BNL High School
BNL High School is a public secondary school serving students in the Bedford North Lawrence area of Indiana.
-
E.
Forest Hills High School
Forest Hills High School is a public secondary school serving students in the Forest Hills neighborhood of Queens, New York City.
- 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: Springfield Heights Institute of Technology Triple: [Apu Nahasapeemapetilon, almaMater, Springfield Heights Institute of Technology]
Generated description
Springfield Heights Institute of Technology is a fictional higher-education institution in the animated series "The Simpsons," known as the college attended by Apu Nahasapeemapetilon.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Springfield Heights Institute of Technology Target entity description: Springfield Heights Institute of Technology is a fictional higher-education institution in the animated series "The Simpsons," known as the college attended by Apu Nahasapeemapetilon.
-
A.
Blue Hills Regional Technical School
Blue Hills Regional Technical School is a public vocational-technical high school serving multiple communities in the Greater Boston area with career-focused and academic education.
-
B.
William Fremd High School
William Fremd High School is a public secondary school serving students in the northwest suburban community of Palatine, Illinois.
-
C.
Northern Highlands Regional High School
Northern Highlands Regional High School is a highly regarded public secondary school serving students from several suburban communities in northern Bergen County, New Jersey.
-
D.
BNL High School
BNL High School is a public secondary school serving students in the Bedford North Lawrence area of Indiana.
-
E.
Forest Hills High School
Forest Hills High School is a public secondary school serving students in the Forest Hills neighborhood of Queens, New York City.
- 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_69ca82eaaa008190a54fa1a9f954b9ad |
completed | March 30, 2026, 2:04 p.m. |
| NER | Named-entity recognition | batch_69cdb694b95481909d049302818e7137 |
completed | April 2, 2026, 12:21 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d2294335208190a0483c4e89abb359 |
completed | April 5, 2026, 9:20 a.m. |
| NEDg | Description generation | batch_69d22b1a3e548190887b46540614536a |
completed | April 5, 2026, 9:27 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d22bc3ac5c81908b0696ce94263d36 |
completed | April 5, 2026, 9:30 a.m. |
Created at: March 30, 2026, 8:46 p.m.