Triple
T13118361
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Horsham Township, Montgomery County, Pennsylvania |
E311655
|
entity |
| Predicate | schoolDistrict |
P226
|
FINISHED |
| Object |
Hatboro-Horsham School District
Hatboro-Horsham School District is a public school system serving students in the Hatboro and Horsham communities of Montgomery County, Pennsylvania.
|
E1022308
|
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: Hatboro-Horsham School District | Statement: [Horsham Township, Montgomery County, Pennsylvania, schoolDistrict, Hatboro-Horsham School District]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hatboro-Horsham School District Context triple: [Horsham Township, Montgomery County, Pennsylvania, schoolDistrict, Hatboro-Horsham School District]
-
A.
Bensalem Township School District
Bensalem Township School District is a public school system in Bucks County, Pennsylvania, that provides K–12 education to students residing in Bensalem Township.
-
B.
Norristown Area School District
Norristown Area School District is a public school district in Pennsylvania that provides K–12 education to students in Norristown and surrounding communities.
-
C.
North Penn School District
North Penn School District is a large public school district in southeastern Pennsylvania serving multiple communities in Montgomery County.
-
D.
School District of Haverford Township
The School District of Haverford Township is a public school system in suburban Philadelphia that serves students in Haverford Township, Pennsylvania, from elementary through high school.
-
E.
Upper Merion Area School District
Upper Merion Area School District is a public school district in Montgomery County, Pennsylvania, serving students in Upper Merion Township and surrounding communities.
- 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: Hatboro-Horsham School District Triple: [Horsham Township, Montgomery County, Pennsylvania, schoolDistrict, Hatboro-Horsham School District]
Generated description
Hatboro-Horsham School District is a public school system serving students in the Hatboro and Horsham communities of Montgomery County, Pennsylvania.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hatboro-Horsham School District Target entity description: Hatboro-Horsham School District is a public school system serving students in the Hatboro and Horsham communities of Montgomery County, Pennsylvania.
-
A.
Bensalem Township School District
Bensalem Township School District is a public school system in Bucks County, Pennsylvania, that provides K–12 education to students residing in Bensalem Township.
-
B.
Norristown Area School District
Norristown Area School District is a public school district in Pennsylvania that provides K–12 education to students in Norristown and surrounding communities.
-
C.
North Penn School District
North Penn School District is a large public school district in southeastern Pennsylvania serving multiple communities in Montgomery County.
-
D.
School District of Haverford Township
The School District of Haverford Township is a public school system in suburban Philadelphia that serves students in Haverford Township, Pennsylvania, from elementary through high school.
-
E.
Upper Merion Area School District
Upper Merion Area School District is a public school district in Montgomery County, Pennsylvania, serving students in Upper Merion Township and surrounding communities.
- 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_69d806a9fe888190b081e2d9ea665d6c |
completed | April 9, 2026, 8:06 p.m. |
| NER | Named-entity recognition | batch_69d98182011c8190a504678affbb7787 |
completed | April 10, 2026, 11:02 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6e284c3c881909d65e2ba89fbe7af |
completed | May 3, 2026, 5:52 a.m. |
| NEDg | Description generation | batch_69f6e383dd8c8190872304c99b753152 |
completed | May 3, 2026, 5:56 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f6e47b052c8190a6f6ca5a6bd210f5 |
completed | May 3, 2026, 6 a.m. |
Created at: April 9, 2026, 9:06 p.m.