Triple
T12560659
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Shadyside (Pittsburgh) |
E295331
|
entity |
| Predicate | borderedBy |
P224
|
FINISHED |
| Object |
Friendship (Pittsburgh)
Friendship is a small, primarily residential neighborhood in Pittsburgh, Pennsylvania, known for its historic Victorian homes and proximity to the East End’s cultural and commercial districts.
|
E991578
|
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: Friendship (Pittsburgh) | Statement: [Shadyside (Pittsburgh), borderedBy, Friendship (Pittsburgh)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Friendship (Pittsburgh) Context triple: [Shadyside (Pittsburgh), borderedBy, Friendship (Pittsburgh)]
-
A.
Allegheny West (Pittsburgh)
Allegheny West is a historic Pittsburgh neighborhood on the city’s North Side, known for its well-preserved Victorian architecture and annual house tours.
-
B.
Greenfield (Pittsburgh)
Greenfield (Pittsburgh) is a primarily residential neighborhood in Pittsburgh, Pennsylvania, known for its hilly streets, tight-knit community, and proximity to major city universities and parks.
-
C.
Bloomfield (Pittsburgh)
Bloomfield is a Pittsburgh neighborhood known for its historic Italian-American community, dense row houses, and vibrant business district along Liberty Avenue.
-
D.
Uptown, Pittsburgh
Uptown, Pittsburgh is a historic neighborhood located between Downtown and Oakland, known for its mix of residential, institutional, and commercial spaces along key city corridors.
-
E.
Bethel Park
Bethel Park is a suburban municipality in southwestern Pennsylvania, located just south of Pittsburgh.
- 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: Friendship (Pittsburgh) Triple: [Shadyside (Pittsburgh), borderedBy, Friendship (Pittsburgh)]
Generated description
Friendship is a small, primarily residential neighborhood in Pittsburgh, Pennsylvania, known for its historic Victorian homes and proximity to the East End’s cultural and commercial districts.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Friendship (Pittsburgh) Target entity description: Friendship is a small, primarily residential neighborhood in Pittsburgh, Pennsylvania, known for its historic Victorian homes and proximity to the East End’s cultural and commercial districts.
-
A.
Allegheny West (Pittsburgh)
Allegheny West is a historic Pittsburgh neighborhood on the city’s North Side, known for its well-preserved Victorian architecture and annual house tours.
-
B.
Greenfield (Pittsburgh)
Greenfield (Pittsburgh) is a primarily residential neighborhood in Pittsburgh, Pennsylvania, known for its hilly streets, tight-knit community, and proximity to major city universities and parks.
-
C.
Bloomfield (Pittsburgh)
Bloomfield is a Pittsburgh neighborhood known for its historic Italian-American community, dense row houses, and vibrant business district along Liberty Avenue.
-
D.
Uptown, Pittsburgh
Uptown, Pittsburgh is a historic neighborhood located between Downtown and Oakland, known for its mix of residential, institutional, and commercial spaces along key city corridors.
-
E.
Bethel Park
Bethel Park is a suburban municipality in southwestern Pennsylvania, located just south of Pittsburgh.
- 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_69d6ad9cac2c81908e8a7bed82d1e21d |
completed | April 8, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69d954933e7c819083471c627ce55ff1 |
completed | April 10, 2026, 7:50 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6558b307c81909ec5407af013de1d |
completed | May 2, 2026, 7:50 p.m. |
| NEDg | Description generation | batch_69f656a6dafc81908acf59c0ba65189a |
completed | May 2, 2026, 7:55 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f65b4d109c8190b48c71f664e7bb3f |
completed | May 2, 2026, 8:15 p.m. |
Created at: April 8, 2026, 11:48 p.m.