Triple
T13068684
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bamberg, South Carolina |
E329395
|
entity |
| Predicate | hasEducationalInstitution |
P113
|
FINISHED |
| Object |
Bamberg-Ehrhardt High School
Bamberg-Ehrhardt High School is a public secondary school serving students in the small rural community of Bamberg in Bamberg County, South Carolina.
|
E1020811
|
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: Bamberg-Ehrhardt High School | Statement: [Bamberg, South Carolina, hasEducationalInstitution, Bamberg-Ehrhardt High School]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bamberg-Ehrhardt High School Context triple: [Bamberg, South Carolina, hasEducationalInstitution, Bamberg-Ehrhardt High School]
-
A.
Bremen High School
Bremen High School is a public secondary school in Illinois serving students in the south suburban Chicago area as part of Bremen High School District 228.
-
B.
Callisburg High School
Callisburg High School is a public secondary school serving students in the small North Texas community of Callisburg and the surrounding area.
-
C.
Richard Gahr High School
Richard Gahr High School is a public high school in Cerritos, California, known for its diverse student body and strong academic and extracurricular programs.
-
D.
Wiegand Gymnasium
Wiegand Gymnasium is an indoor athletic facility at Carnegie Mellon University that serves as the primary home court for the university’s varsity basketball teams.
-
E.
Steinmetz High School
Steinmetz High School is a public secondary school in Chicago, Illinois, known in part for being the alma mater of Playboy founder Hugh Hefner.
- 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: Bamberg-Ehrhardt High School Triple: [Bamberg, South Carolina, hasEducationalInstitution, Bamberg-Ehrhardt High School]
Generated description
Bamberg-Ehrhardt High School is a public secondary school serving students in the small rural community of Bamberg in Bamberg County, South Carolina.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bamberg-Ehrhardt High School Target entity description: Bamberg-Ehrhardt High School is a public secondary school serving students in the small rural community of Bamberg in Bamberg County, South Carolina.
-
A.
Bremen High School
Bremen High School is a public secondary school in Illinois serving students in the south suburban Chicago area as part of Bremen High School District 228.
-
B.
Callisburg High School
Callisburg High School is a public secondary school serving students in the small North Texas community of Callisburg and the surrounding area.
-
C.
Richard Gahr High School
Richard Gahr High School is a public high school in Cerritos, California, known for its diverse student body and strong academic and extracurricular programs.
-
D.
Wiegand Gymnasium
Wiegand Gymnasium is an indoor athletic facility at Carnegie Mellon University that serves as the primary home court for the university’s varsity basketball teams.
-
E.
Steinmetz High School
Steinmetz High School is a public secondary school in Chicago, Illinois, known in part for being the alma mater of Playboy founder Hugh Hefner.
- 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_69d80771749c81909a6d9197b9504872 |
completed | April 9, 2026, 8:09 p.m. |
| NER | Named-entity recognition | batch_69d980ec8ba48190baf52c7823482680 |
completed | April 10, 2026, 10:59 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6d603419c8190b8d1726365db59dc |
completed | May 3, 2026, 4:58 a.m. |
| NEDg | Description generation | batch_69f6d943a80c81909bc39b9a9ef303bd |
completed | May 3, 2026, 5:12 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f6da1e56388190b536831b2c6d493f |
completed | May 3, 2026, 5:16 a.m. |
Created at: April 9, 2026, 9 p.m.