Triple
T4479935
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hatboro station |
E100103
|
entity |
| Predicate | locatedIn |
P40
|
FINISHED |
| Object |
Hatboro, Pennsylvania
Hatboro, Pennsylvania is a small suburban borough in Montgomery County near Philadelphia, known for its historic downtown and residential community.
|
E445347
|
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, Pennsylvania | Statement: [Hatboro station, locatedIn, Hatboro, Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hatboro, Pennsylvania Context triple: [Hatboro station, locatedIn, Hatboro, Pennsylvania]
-
A.
Havertown, Pennsylvania
Havertown, Pennsylvania is a suburban community west of Philadelphia known for its residential neighborhoods, strong public schools, and historic Irish-American roots.
-
B.
Rosemont, Pennsylvania
Rosemont, Pennsylvania is a suburban community on Philadelphia’s Main Line known for its residential neighborhoods and proximity to local colleges.
-
C.
Montgomeryville, Pennsylvania
Montgomeryville, Pennsylvania is an unincorporated community in Montgomery County best known as the birthplace of prominent Union Civil War General Winfield Scott Hancock.
-
D.
Norwood, Pennsylvania
Norwood, Pennsylvania is a small suburban borough near Philadelphia known for its residential neighborhoods and local parks.
-
E.
Bedford, Pennsylvania
Bedford, Pennsylvania is a historic borough in south-central Pennsylvania known for its role in early American history, mineral springs, and well-preserved 18th- and 19th-century architecture.
- 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, Pennsylvania Triple: [Hatboro station, locatedIn, Hatboro, Pennsylvania]
Generated description
Hatboro, Pennsylvania is a small suburban borough in Montgomery County near Philadelphia, known for its historic downtown and residential community.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hatboro, Pennsylvania Target entity description: Hatboro, Pennsylvania is a small suburban borough in Montgomery County near Philadelphia, known for its historic downtown and residential community.
-
A.
Havertown, Pennsylvania
Havertown, Pennsylvania is a suburban community west of Philadelphia known for its residential neighborhoods, strong public schools, and historic Irish-American roots.
-
B.
Rosemont, Pennsylvania
Rosemont, Pennsylvania is a suburban community on Philadelphia’s Main Line known for its residential neighborhoods and proximity to local colleges.
-
C.
Montgomeryville, Pennsylvania
Montgomeryville, Pennsylvania is an unincorporated community in Montgomery County best known as the birthplace of prominent Union Civil War General Winfield Scott Hancock.
-
D.
Norwood, Pennsylvania
Norwood, Pennsylvania is a small suburban borough near Philadelphia known for its residential neighborhoods and local parks.
-
E.
Bedford, Pennsylvania
Bedford, Pennsylvania is a historic borough in south-central Pennsylvania known for its role in early American history, mineral springs, and well-preserved 18th- and 19th-century architecture.
- 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_69b34553cbe48190afa8ac1cac285b86 |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b356dcaba88190ae2d64c038450ca6 |
completed | March 13, 2026, 12:14 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69badb266110819097c4388ea7921b8c |
completed | March 18, 2026, 5:04 p.m. |
| NEDg | Description generation | batch_69baf38ed9ac81909a52b60b2f21a0ae |
completed | March 18, 2026, 6:48 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69baf4163118819090dcb817ca20494d |
completed | March 18, 2026, 6:51 p.m. |
Created at: March 12, 2026, 11:35 p.m.