Triple
T2934415
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Warminster, Pennsylvania |
E79230
|
entity |
| Predicate | borders |
P224
|
FINISHED |
| Object |
Ivyland, Pennsylvania
Ivyland, Pennsylvania is a small borough in Bucks County known for its historic Victorian-era architecture and residential character.
|
E311654
|
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: Ivyland, Pennsylvania | Statement: [Warminster, Pennsylvania, borders, Ivyland, Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ivyland, Pennsylvania Context triple: [Warminster, Pennsylvania, borders, Ivyland, Pennsylvania]
-
A.
Masontown, Pennsylvania
Masontown, Pennsylvania is a small borough in southwestern Pennsylvania known historically as a coal-mining and industrial community along the Monongahela River.
-
B.
Mount Joy, Pennsylvania
Mount Joy, Pennsylvania is a small borough in Lancaster County known for its historic character and its location along major rail and transportation routes in central Pennsylvania.
-
C.
Lackawaxen, Pennsylvania
Lackawaxen, Pennsylvania is a small historic township in northeastern Pennsylvania known for its scenic riverside setting, outdoor recreation, and role in the region’s canal and railroad history.
-
D.
Wyomissing, Pennsylvania
Wyomissing, Pennsylvania is a suburban borough in Berks County known for its residential character and role as a corporate hub in the Reading metropolitan area.
-
E.
Upland, Pennsylvania
Upland, Pennsylvania is a small borough in Delaware County known historically as the home of the former Crozer Theological Seminary, where Martin Luther King Jr. once studied.
- 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: Ivyland, Pennsylvania Triple: [Warminster, Pennsylvania, borders, Ivyland, Pennsylvania]
Generated description
Ivyland, Pennsylvania is a small borough in Bucks County known for its historic Victorian-era architecture and residential character.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ivyland, Pennsylvania Target entity description: Ivyland, Pennsylvania is a small borough in Bucks County known for its historic Victorian-era architecture and residential character.
-
A.
Masontown, Pennsylvania
Masontown, Pennsylvania is a small borough in southwestern Pennsylvania known historically as a coal-mining and industrial community along the Monongahela River.
-
B.
Mount Joy, Pennsylvania
Mount Joy, Pennsylvania is a small borough in Lancaster County known for its historic character and its location along major rail and transportation routes in central Pennsylvania.
-
C.
Lackawaxen, Pennsylvania
Lackawaxen, Pennsylvania is a small historic township in northeastern Pennsylvania known for its scenic riverside setting, outdoor recreation, and role in the region’s canal and railroad history.
-
D.
Wyomissing, Pennsylvania
Wyomissing, Pennsylvania is a suburban borough in Berks County known for its residential character and role as a corporate hub in the Reading metropolitan area.
-
E.
Upland, Pennsylvania
Upland, Pennsylvania is a small borough in Delaware County known historically as the home of the former Crozer Theological Seminary, where Martin Luther King Jr. once studied.
- 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_69ad8b0fbab081908f6a61567c045d8d |
completed | March 8, 2026, 2:43 p.m. |
| NER | Named-entity recognition | batch_69ad983b65f881909b8b7d3dc5c224fd |
completed | March 8, 2026, 3:39 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b0867ba1b48190a54d00c32b075548 |
completed | March 10, 2026, 9 p.m. |
| NEDg | Description generation | batch_69b0dbda7ab881908b5a3e1e897fcb49 |
completed | March 11, 2026, 3:04 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b0dc3ed9e08190ac6c6357f0084ba6 |
completed | March 11, 2026, 3:06 a.m. |
Created at: March 8, 2026, 2:56 p.m.