Triple
T5858146
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | South Hills |
E130205
|
entity |
| Predicate | contains |
P35
|
FINISHED |
| Object |
Pleasant Hills
Pleasant Hills is a suburban borough in the South Hills region near Pittsburgh, Pennsylvania, known for its residential neighborhoods and local shopping areas.
|
E553839
|
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: Pleasant Hills | Statement: [South Hills, contains, Pleasant Hills]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Pleasant Hills Context triple: [South Hills, contains, Pleasant Hills]
-
A.
Rose Valley
Rose Valley is a scenic valley in Turkey’s Cappadocia region, renowned for its pink-hued rock formations, fairy chimneys, and popular hiking trails.
-
B.
El Dorado Hills
El Dorado Hills is a suburban community in Northern California known for its affluent residential neighborhoods, scenic Sierra Nevada foothill setting, and proximity to the Sacramento metropolitan area.
-
C.
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.
-
D.
Eola Hills
Eola Hills is a low, rolling hill range in Oregon’s Willamette Valley known for its cool-climate vineyards and wine production.
-
E.
Pleasant Hill
Pleasant Hill is a suburban city in central Iowa located just east of Des Moines.
- 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: Pleasant Hills Triple: [South Hills, contains, Pleasant Hills]
Generated description
Pleasant Hills is a suburban borough in the South Hills region near Pittsburgh, Pennsylvania, known for its residential neighborhoods and local shopping areas.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Pleasant Hills Target entity description: Pleasant Hills is a suburban borough in the South Hills region near Pittsburgh, Pennsylvania, known for its residential neighborhoods and local shopping areas.
-
A.
Rose Valley
Rose Valley is a scenic valley in Turkey’s Cappadocia region, renowned for its pink-hued rock formations, fairy chimneys, and popular hiking trails.
-
B.
El Dorado Hills
El Dorado Hills is a suburban community in Northern California known for its affluent residential neighborhoods, scenic Sierra Nevada foothill setting, and proximity to the Sacramento metropolitan area.
-
C.
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.
-
D.
Eola Hills
Eola Hills is a low, rolling hill range in Oregon’s Willamette Valley known for its cool-climate vineyards and wine production.
-
E.
Pleasant Hill
Pleasant Hill is a suburban city in central Iowa located just east of Des Moines.
- 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_69c0084f3bb08190a7720f55f7aa4252 |
completed | March 22, 2026, 3:18 p.m. |
| NER | Named-entity recognition | batch_69c0358654e48190908e7390a0164726 |
completed | March 22, 2026, 6:31 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c0b105fb588190ac58a94513df6682 |
completed | March 23, 2026, 3:18 a.m. |
| NEDg | Description generation | batch_69c0b1cb731481909de9c3fde3595b7b |
completed | March 23, 2026, 3:21 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c0b27f53608190b2a1f78e3cd1b634 |
completed | March 23, 2026, 3:24 a.m. |
Created at: March 22, 2026, 3:56 p.m.