Triple
T914815
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Allegheny County |
E19743
|
entity |
| Predicate | contains |
P35
|
FINISHED |
| Object |
North Hills
North Hills is a suburban region north of Pittsburgh known for its residential communities, schools, and shopping areas.
|
E128812
|
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: North Hills | Statement: [Allegheny County, contains, North Hills]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: North Hills Context triple: [Allegheny County, contains, North Hills]
-
A.
Forest Hills
Forest Hills is a primarily residential neighborhood in central Queens, New York City, known for its tree-lined streets, Tudor-style homes, and the historic Forest Hills Stadium.
-
B.
Sharon Heights
Sharon Heights is an affluent residential neighborhood in Menlo Park, California, known for its upscale homes, golf course, and proximity to Silicon Valley.
-
C.
Glen Oak
Glen Oak is a locality situated along the Williams River in New South Wales, Australia, known for its rural landscape and riverside setting.
-
D.
North Highlands
North Highlands is a suburban community in Northern California known primarily as a residential area within the greater Sacramento metropolitan region.
-
E.
Reservoir Hills
Reservoir Hills is a residential suburb in Durban, South Africa, historically known for its large Indian community and cultural presence.
- 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: North Hills Triple: [Allegheny County, contains, North Hills]
Generated description
North Hills is a suburban region north of Pittsburgh known for its residential communities, schools, and shopping areas.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: North Hills Target entity description: North Hills is a suburban region north of Pittsburgh known for its residential communities, schools, and shopping areas.
-
A.
Forest Hills
Forest Hills is a primarily residential neighborhood in central Queens, New York City, known for its tree-lined streets, Tudor-style homes, and the historic Forest Hills Stadium.
-
B.
Sharon Heights
Sharon Heights is an affluent residential neighborhood in Menlo Park, California, known for its upscale homes, golf course, and proximity to Silicon Valley.
-
C.
Glen Oak
Glen Oak is a locality situated along the Williams River in New South Wales, Australia, known for its rural landscape and riverside setting.
-
D.
North Highlands
North Highlands is a suburban community in Northern California known primarily as a residential area within the greater Sacramento metropolitan region.
-
E.
Reservoir Hills
Reservoir Hills is a residential suburb in Durban, South Africa, historically known for its large Indian community and cultural presence.
- 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_69ac53796d948190b77dc7b875cdbf77 |
completed | March 7, 2026, 4:34 p.m. |
| NEDg | Description generation | batch_69ac53fce9a481908466451b5d549b31 |
completed | March 7, 2026, 4:36 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ac546db5a081909678bbde71ac1abc |
completed | March 7, 2026, 4:38 p.m. |
Created at: March 1, 2026, 7:39 p.m.