Triple
T21890780
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Pennsylvania Route 23 |
E540538
|
entity |
| Predicate | abbreviation |
P43
|
FINISHED |
| Object |
PA 23
PA 23 is a state highway in Pennsylvania that runs east–west, connecting rural areas and suburbs to the greater Philadelphia region.
|
E1507190
|
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: PA 23 | Statement: [Pennsylvania Route 23, abbreviation, PA 23]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: PA 23 Context triple: [Pennsylvania Route 23, abbreviation, PA 23]
-
A.
PA 208
PA 208 is a state highway in Pennsylvania that runs through several rural communities, connecting local towns and major routes in the western part of the state.
-
B.
PA 228
PA 228 is a state highway in western Pennsylvania that serves as a major east–west connector through Butler County, linking suburban communities, commercial areas, and other key routes north of Pittsburgh.
-
C.
PA 31
PA 31 is a state highway in Pennsylvania that runs east–west across the southwestern part of the state, connecting rural communities and serving as a regional transportation route.
-
D.
PA 132
PA 132 is a state highway in Pennsylvania that serves as a key east–west arterial route through suburban communities, particularly in Bucks County.
-
E.
PA 313
PA 313 is a state highway in Pennsylvania that runs through Bucks County, connecting several suburban communities and serving as a key east–west route in the region.
- 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: PA 23 Triple: [Pennsylvania Route 23, abbreviation, PA 23]
Generated description
PA 23 is a state highway in Pennsylvania that runs east–west, connecting rural areas and suburbs to the greater Philadelphia region.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: PA 23 Target entity description: PA 23 is a state highway in Pennsylvania that runs east–west, connecting rural areas and suburbs to the greater Philadelphia region.
-
A.
PA 208
PA 208 is a state highway in Pennsylvania that runs through several rural communities, connecting local towns and major routes in the western part of the state.
-
B.
PA 228
PA 228 is a state highway in western Pennsylvania that serves as a major east–west connector through Butler County, linking suburban communities, commercial areas, and other key routes north of Pittsburgh.
-
C.
PA 31
PA 31 is a state highway in Pennsylvania that runs east–west across the southwestern part of the state, connecting rural communities and serving as a regional transportation route.
-
D.
PA 132
PA 132 is a state highway in Pennsylvania that serves as a key east–west arterial route through suburban communities, particularly in Bucks County.
-
E.
PA 313
PA 313 is a state highway in Pennsylvania that runs through Bucks County, connecting several suburban communities and serving as a key east–west route in the region.
- 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_69e0c47a95908190ae3e19b716accb3d |
completed | April 16, 2026, 11:14 a.m. |
| NER | Named-entity recognition | batch_69f11fc2124c8190a79cf115a1d30283 |
completed | April 28, 2026, 8:59 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0a52bd7064819082a40b8c41240880 |
completed | May 17, 2026, 11:43 p.m. |
| NEDg | Description generation | batch_6a0a56cc4d7081909d4d82acff2d787d |
completed | May 18, 2026, 12:01 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0a5775bba4819083357b518589be41 |
completed | May 18, 2026, 12:04 a.m. |
Created at: April 16, 2026, 7:06 p.m.