Triple
T4099779
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Billy Barty |
E87911
|
entity |
| Predicate | placeOfBirth |
P1
|
FINISHED |
| Object |
Millsboro, Pennsylvania, United States
Millsboro, Pennsylvania, United States is a small community in southwestern Pennsylvania notable as the birthplace of actor and activist Billy Barty.
|
E412801
|
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: Millsboro, Pennsylvania, United States | Statement: [Billy Barty, placeOfBirth, Millsboro, Pennsylvania, United States]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Millsboro, Pennsylvania, United States Context triple: [Billy Barty, placeOfBirth, Millsboro, Pennsylvania, United States]
-
A.
St. Marys, Pennsylvania, United States
St. Marys is a small city in north-central Pennsylvania known for its industrial roots, particularly in powdered metal manufacturing, and its location within the state’s forested Elk County region.
-
B.
Susquehanna, Pennsylvania, United States
Susquehanna, Pennsylvania, United States, is a small borough in Susquehanna County best known as the birthplace of influential behaviorist psychologist B. F. Skinner.
-
C.
Glen Mills, Pennsylvania
Glen Mills, Pennsylvania is an unincorporated community in southeastern Pennsylvania known for its historic mills, scenic landscapes, and proximity to the Philadelphia metropolitan area.
-
D.
Parkesburg, Pennsylvania
Parkesburg, Pennsylvania is a small borough in Chester County known historically as a railroad town along major east–west rail lines in southeastern Pennsylvania.
-
E.
Milford, Pennsylvania
Milford, Pennsylvania is a historic small borough in northeastern Pennsylvania known for its charming downtown, scenic Delaware River setting, and role as a gateway to the Pocono Mountains.
- 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: Millsboro, Pennsylvania, United States Triple: [Billy Barty, placeOfBirth, Millsboro, Pennsylvania, United States]
Generated description
Millsboro, Pennsylvania, United States is a small community in southwestern Pennsylvania notable as the birthplace of actor and activist Billy Barty.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Millsboro, Pennsylvania, United States Target entity description: Millsboro, Pennsylvania, United States is a small community in southwestern Pennsylvania notable as the birthplace of actor and activist Billy Barty.
-
A.
St. Marys, Pennsylvania, United States
St. Marys is a small city in north-central Pennsylvania known for its industrial roots, particularly in powdered metal manufacturing, and its location within the state’s forested Elk County region.
-
B.
Susquehanna, Pennsylvania, United States
Susquehanna, Pennsylvania, United States, is a small borough in Susquehanna County best known as the birthplace of influential behaviorist psychologist B. F. Skinner.
-
C.
Glen Mills, Pennsylvania
Glen Mills, Pennsylvania is an unincorporated community in southeastern Pennsylvania known for its historic mills, scenic landscapes, and proximity to the Philadelphia metropolitan area.
-
D.
Parkesburg, Pennsylvania
Parkesburg, Pennsylvania is a small borough in Chester County known historically as a railroad town along major east–west rail lines in southeastern Pennsylvania.
-
E.
Milford, Pennsylvania
Milford, Pennsylvania is a historic small borough in northeastern Pennsylvania known for its charming downtown, scenic Delaware River setting, and role as a gateway to the Pocono Mountains.
- 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_69aed94564cc8190a9c1457daedb6e7f |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aefd0d9c508190b8aedf83f3310513 |
completed | March 9, 2026, 5:02 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b56b7585bc81909dc2c02e60a55def |
completed | March 14, 2026, 2:06 p.m. |
| NEDg | Description generation | batch_69b56c3a4b708190a55027fd3b2b76e0 |
completed | March 14, 2026, 2:10 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b56cc5c704819083dac59bf7b3cb83 |
completed | March 14, 2026, 2:12 p.m. |
Created at: March 9, 2026, 3:40 p.m.