Triple
T3286802
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Chris Columbus |
E69000
|
entity |
| Predicate | placeOfBirth |
P1
|
FINISHED |
| Object |
Spangler, Pennsylvania, United States
Spangler, Pennsylvania, United States is a small former borough in Cambria County best known as the birthplace of filmmaker Chris Columbus.
|
E344197
|
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: Spangler, Pennsylvania, United States | Statement: [Chris Columbus, placeOfBirth, Spangler, Pennsylvania, United States]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Spangler, Pennsylvania, United States Context triple: [Chris Columbus, placeOfBirth, Spangler, Pennsylvania, United States]
-
A.
Scranton, Pennsylvania, United States
Scranton, Pennsylvania, United States is a historic industrial city in northeastern Pennsylvania known for its coal-mining heritage and as the childhood hometown of U.S. President Joe Biden.
-
B.
Wilkes-Barre, Pennsylvania, United States
Wilkes-Barre is a small industrial city in northeastern Pennsylvania known historically for its coal mining heritage and location in the Wyoming Valley along the Susquehanna River.
-
C.
Springdale, Pennsylvania, United States
Springdale, Pennsylvania, United States, is a small borough along the Allegheny River best known as the birthplace of environmentalist and author Rachel Carson.
-
D.
Ambler, Pennsylvania, United States
Ambler, Pennsylvania, United States is a small suburban borough north of Philadelphia known for its historic downtown and role in the region’s early industrial and transportation development.
-
E.
Crafton, Pennsylvania, United States
Crafton, Pennsylvania, United States is a small borough in Allegheny County near Pittsburgh, known as the hometown of former NFL coach Bill Cowher.
- 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: Spangler, Pennsylvania, United States Triple: [Chris Columbus, placeOfBirth, Spangler, Pennsylvania, United States]
Generated description
Spangler, Pennsylvania, United States is a small former borough in Cambria County best known as the birthplace of filmmaker Chris Columbus.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Spangler, Pennsylvania, United States Target entity description: Spangler, Pennsylvania, United States is a small former borough in Cambria County best known as the birthplace of filmmaker Chris Columbus.
-
A.
Scranton, Pennsylvania, United States
Scranton, Pennsylvania, United States is a historic industrial city in northeastern Pennsylvania known for its coal-mining heritage and as the childhood hometown of U.S. President Joe Biden.
-
B.
Wilkes-Barre, Pennsylvania, United States
Wilkes-Barre is a small industrial city in northeastern Pennsylvania known historically for its coal mining heritage and location in the Wyoming Valley along the Susquehanna River.
-
C.
Springdale, Pennsylvania, United States
Springdale, Pennsylvania, United States, is a small borough along the Allegheny River best known as the birthplace of environmentalist and author Rachel Carson.
-
D.
Ambler, Pennsylvania, United States
Ambler, Pennsylvania, United States is a small suburban borough north of Philadelphia known for its historic downtown and role in the region’s early industrial and transportation development.
-
E.
Crafton, Pennsylvania, United States
Crafton, Pennsylvania, United States is a small borough in Allegheny County near Pittsburgh, known as the hometown of former NFL coach Bill Cowher.
- 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_69ad859d45748190b0742408c954b39f |
completed | March 8, 2026, 2:20 p.m. |
| NER | Named-entity recognition | batch_69adb05779d08190a5517951e71b1380 |
completed | March 8, 2026, 5:22 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b2e85b6a1081908581b2040b8ce261 |
completed | March 12, 2026, 4:22 p.m. |
| NEDg | Description generation | batch_69b2e9783918819085ea73a8ed815f65 |
completed | March 12, 2026, 4:27 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b2ea0189948190b1dab60aecf04b73 |
completed | March 12, 2026, 4:29 p.m. |
Created at: March 8, 2026, 3:10 p.m.