Triple
T7864041
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Upper Merion Township, Pennsylvania |
E182571
|
entity |
| Predicate | contains |
P35
|
FINISHED |
| Object |
Port Kennedy, Pennsylvania
Port Kennedy, Pennsylvania is a small unincorporated community within Upper Merion Township in Montgomery County, known historically for its proximity to Valley Forge and early industrial activity along the Schuylkill River.
|
E700937
|
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: Port Kennedy, Pennsylvania | Statement: [Upper Merion Township, Pennsylvania, contains, Port Kennedy, Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Port Kennedy, Pennsylvania Context triple: [Upper Merion Township, Pennsylvania, contains, Port Kennedy, Pennsylvania]
-
A.
Marcus Hook, Pennsylvania
Marcus Hook, Pennsylvania is a small industrial borough in Delaware County along the Delaware River, historically known for its oil refineries and role as a transportation and manufacturing hub near the city of Chester.
-
B.
Lynnewood, Pennsylvania
Lynnewood, Pennsylvania is a historic residential community within Haverford Township in Delaware County, known for its early 20th-century suburban development.
-
C.
Brookhaven, Pennsylvania
Brookhaven, Pennsylvania is a small suburban borough in southeastern Pennsylvania, located near Philadelphia in Delaware County.
-
D.
Westland, Pennsylvania
Westland, Pennsylvania is a small unincorporated community in Washington County known historically for its coal mining and its location along Chartiers Creek.
-
E.
Braddock Hills, Pennsylvania
Braddock Hills, Pennsylvania is a small residential borough in Allegheny County near Pittsburgh, known for its hillside neighborhoods and proximity to several other eastern suburbs.
- 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: Port Kennedy, Pennsylvania Triple: [Upper Merion Township, Pennsylvania, contains, Port Kennedy, Pennsylvania]
Generated description
Port Kennedy, Pennsylvania is a small unincorporated community within Upper Merion Township in Montgomery County, known historically for its proximity to Valley Forge and early industrial activity along the Schuylkill River.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Port Kennedy, Pennsylvania Target entity description: Port Kennedy, Pennsylvania is a small unincorporated community within Upper Merion Township in Montgomery County, known historically for its proximity to Valley Forge and early industrial activity along the Schuylkill River.
-
A.
Marcus Hook, Pennsylvania
Marcus Hook, Pennsylvania is a small industrial borough in Delaware County along the Delaware River, historically known for its oil refineries and role as a transportation and manufacturing hub near the city of Chester.
-
B.
Lynnewood, Pennsylvania
Lynnewood, Pennsylvania is a historic residential community within Haverford Township in Delaware County, known for its early 20th-century suburban development.
-
C.
Brookhaven, Pennsylvania
Brookhaven, Pennsylvania is a small suburban borough in southeastern Pennsylvania, located near Philadelphia in Delaware County.
-
D.
Westland, Pennsylvania
Westland, Pennsylvania is a small unincorporated community in Washington County known historically for its coal mining and its location along Chartiers Creek.
-
E.
Braddock Hills, Pennsylvania
Braddock Hills, Pennsylvania is a small residential borough in Allegheny County near Pittsburgh, known for its hillside neighborhoods and proximity to several other eastern suburbs.
- 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_69ca82887fd48190975896bf38c4596b |
completed | March 30, 2026, 2:02 p.m. |
| NER | Named-entity recognition | batch_69cb36bfd8a4819093c2ef6d47891a68 |
completed | March 31, 2026, 2:51 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cb5b51c01481909c34a8d0efb89577 |
completed | March 31, 2026, 5:27 a.m. |
| NEDg | Description generation | batch_69cb762fda2c81908ed508e12cabb938 |
completed | March 31, 2026, 7:22 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cbbf706e888190bfd08d9d78945c49 |
completed | March 31, 2026, 12:34 p.m. |
Created at: March 30, 2026, 4:54 p.m.