Triple
T914816
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Allegheny County |
E19743
|
entity |
| Predicate | contains |
P35
|
FINISHED |
| Object |
South Hills
South Hills is a suburban region south of Pittsburgh, Pennsylvania, known for its residential communities, shopping areas, and access via the city's light rail system.
|
E130205
|
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: South Hills | Statement: [Allegheny County, contains, South Hills]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: South Hills Context triple: [Allegheny County, contains, South Hills]
-
A.
North Hills
North Hills is a suburban region north of Pittsburgh known for its residential communities, schools, and shopping areas.
-
B.
Penn Hills
Penn Hills is a suburban municipality in western Pennsylvania, located just east of Pittsburgh in Allegheny County.
-
C.
Reservoir Hills
Reservoir Hills is a residential suburb in Durban, South Africa, historically known for its large Indian community and cultural presence.
-
D.
Garfield Ridge
Garfield Ridge is a residential neighborhood on Chicago’s Southwest Side known for its proximity to Midway International Airport and its mix of bungalows, parks, and long-time working- and middle-class residents.
-
E.
Bonny Hills
Bonny Hills is a small coastal town in New South Wales, Australia, known for its beaches and relaxed holiday atmosphere on the Mid North Coast.
- 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: South Hills Triple: [Allegheny County, contains, South Hills]
Generated description
South Hills is a suburban region south of Pittsburgh, Pennsylvania, known for its residential communities, shopping areas, and access via the city's light rail system.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: South Hills Target entity description: South Hills is a suburban region south of Pittsburgh, Pennsylvania, known for its residential communities, shopping areas, and access via the city's light rail system.
-
A.
North Hills
North Hills is a suburban region north of Pittsburgh known for its residential communities, schools, and shopping areas.
-
B.
Penn Hills
Penn Hills is a suburban municipality in western Pennsylvania, located just east of Pittsburgh in Allegheny County.
-
C.
Reservoir Hills
Reservoir Hills is a residential suburb in Durban, South Africa, historically known for its large Indian community and cultural presence.
-
D.
Garfield Ridge
Garfield Ridge is a residential neighborhood on Chicago’s Southwest Side known for its proximity to Midway International Airport and its mix of bungalows, parks, and long-time working- and middle-class residents.
-
E.
Bonny Hills
Bonny Hills is a small coastal town in New South Wales, Australia, known for its beaches and relaxed holiday atmosphere on the Mid North Coast.
- 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_69a4939f91a08190ba68c2c81eab90fe |
completed | March 1, 2026, 7:29 p.m. |
| NER | Named-entity recognition | batch_69a4b2f605bc8190a5245aa2ca55cf43 |
completed | March 1, 2026, 9:43 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ac599117d48190b329ec50b9a632fc |
completed | March 7, 2026, 5 p.m. |
| NEDg | Description generation | batch_69ac5a2cae9881908a9cfc09f9ef0968 |
completed | March 7, 2026, 5:02 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ac5b54d1f881909a367d12647eee3f |
completed | March 7, 2026, 5:07 p.m. |
Created at: March 1, 2026, 7:39 p.m.