Triple
T7737368
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lancaster County, Pennsylvania |
E175416
|
entity |
| Predicate | contains |
P35
|
FINISHED |
| Object |
Manheim, Pennsylvania
Manheim, Pennsylvania is a small borough in Lancaster County known for its historic downtown, agricultural roots, and proximity to Pennsylvania Dutch Country.
|
E689955
|
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: Manheim, Pennsylvania | Statement: [Lancaster County, Pennsylvania, contains, Manheim, Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Manheim, Pennsylvania Context triple: [Lancaster County, Pennsylvania, contains, Manheim, Pennsylvania]
-
A.
Manheim
Manheim is a district of the German town of Kerpen in North Rhine-Westphalia.
-
B.
Manheim
Manheim is a leading automotive auction and remarketing company that provides wholesale vehicle marketplace services to dealers and commercial clients.
-
C.
Harrisburg, Pennsylvania
Harrisburg, Pennsylvania is the capital city of the U.S. state of Pennsylvania, located along the Susquehanna River and known historically as a major transportation and industrial hub.
-
D.
Mahanoy City, Pennsylvania
Mahanoy City, Pennsylvania is a small former coal-mining borough in northeastern Pennsylvania known for its history in the anthracite coal region.
-
E.
Bethlehem, Pennsylvania
Bethlehem, Pennsylvania is a historic city in the Lehigh Valley known for its former Bethlehem Steel industry, vibrant arts scene, and Lehigh University.
- 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: Manheim, Pennsylvania Triple: [Lancaster County, Pennsylvania, contains, Manheim, Pennsylvania]
Generated description
Manheim, Pennsylvania is a small borough in Lancaster County known for its historic downtown, agricultural roots, and proximity to Pennsylvania Dutch Country.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Manheim, Pennsylvania Target entity description: Manheim, Pennsylvania is a small borough in Lancaster County known for its historic downtown, agricultural roots, and proximity to Pennsylvania Dutch Country.
-
A.
Manheim
Manheim is a district of the German town of Kerpen in North Rhine-Westphalia.
-
B.
Manheim
Manheim is a leading automotive auction and remarketing company that provides wholesale vehicle marketplace services to dealers and commercial clients.
-
C.
Harrisburg, Pennsylvania
Harrisburg, Pennsylvania is the capital city of the U.S. state of Pennsylvania, located along the Susquehanna River and known historically as a major transportation and industrial hub.
-
D.
Mahanoy City, Pennsylvania
Mahanoy City, Pennsylvania is a small former coal-mining borough in northeastern Pennsylvania known for its history in the anthracite coal region.
-
E.
Bethlehem, Pennsylvania
Bethlehem, Pennsylvania is a historic city in the Lehigh Valley known for its former Bethlehem Steel industry, vibrant arts scene, and Lehigh University.
- 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_69c6995f9c60819092e386192bd63c6f |
completed | March 27, 2026, 2:51 p.m. |
| NER | Named-entity recognition | batch_69c7035a97688190bf93efeee2e365ec |
completed | March 27, 2026, 10:23 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c9162ec9ec8190bd48b23b2877ff34 |
completed | March 29, 2026, 12:08 p.m. |
| NEDg | Description generation | batch_69c9173866308190918607a807a1212a |
completed | March 29, 2026, 12:12 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c917848f6c8190933917d7bfe4e016 |
completed | March 29, 2026, 12:13 p.m. |
Created at: March 27, 2026, 4:07 p.m.