Triple
T16466904
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tamaqua, Pennsylvania |
E399956
|
entity |
| Predicate | hasMiddleSchool |
P113
|
FINISHED |
| Object |
Tamaqua Area Middle School
Tamaqua Area Middle School is a public middle school serving students in the Tamaqua Area School District in Tamaqua, Pennsylvania.
|
E1215734
|
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: Tamaqua Area Middle School | Statement: [Tamaqua, Pennsylvania, hasMiddleSchool, Tamaqua Area Middle School]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Tamaqua Area Middle School Context triple: [Tamaqua, Pennsylvania, hasMiddleSchool, Tamaqua Area Middle School]
-
A.
Tamaqua Area School District
Tamaqua Area School District is a public school district serving students in and around the borough of Tamaqua in Schuylkill County, Pennsylvania.
-
B.
Susquehanna Township High School
Susquehanna Township High School is a public high school in Pennsylvania known in part for being the alma mater of former NFL wide receiver Marques Colston.
-
C.
Conemaugh Township High School
Conemaugh Township High School is a public secondary school in Pennsylvania best known for being the alma mater of former NFL quarterback and Super Bowl champion Jeff Hostetler.
-
D.
Punxsutawney Area High School
Punxsutawney Area High School is a public secondary school serving students in the Punxsutawney region of Pennsylvania.
-
E.
Norristown Area High School
Norristown Area High School is a public secondary school serving students in the Norristown, Pennsylvania area.
- 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: Tamaqua Area Middle School Triple: [Tamaqua, Pennsylvania, hasMiddleSchool, Tamaqua Area Middle School]
Generated description
Tamaqua Area Middle School is a public middle school serving students in the Tamaqua Area School District in Tamaqua, Pennsylvania.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Tamaqua Area Middle School Target entity description: Tamaqua Area Middle School is a public middle school serving students in the Tamaqua Area School District in Tamaqua, Pennsylvania.
-
A.
Tamaqua Area School District
chosen
Tamaqua Area School District is a public school district serving students in and around the borough of Tamaqua in Schuylkill County, Pennsylvania.
-
B.
Susquehanna Township High School
Susquehanna Township High School is a public high school in Pennsylvania known in part for being the alma mater of former NFL wide receiver Marques Colston.
-
C.
Conemaugh Township High School
Conemaugh Township High School is a public secondary school in Pennsylvania best known for being the alma mater of former NFL quarterback and Super Bowl champion Jeff Hostetler.
-
D.
Punxsutawney Area High School
Punxsutawney Area High School is a public secondary school serving students in the Punxsutawney region of Pennsylvania.
-
E.
Norristown Area High School
Norristown Area High School is a public secondary school serving students in the Norristown, Pennsylvania area.
- F. None of above.
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_69d87f2dac988190b74d6e185fa88ba4 |
completed | April 10, 2026, 4:40 a.m. |
| NER | Named-entity recognition | batch_69e32dcd707081908fb7ca91a8c09e0a |
completed | April 18, 2026, 7:07 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a00607618c8819090fc9f18ae5f30dd |
completed | May 10, 2026, 10:39 a.m. |
| NEDg | Description generation | batch_6a0061e33a508190b5f2ecdac51d79bc |
completed | May 10, 2026, 10:45 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0062665d908190b8127b21edcad30e |
completed | May 10, 2026, 10:48 a.m. |
Created at: April 10, 2026, 5:11 a.m.