Triple
T5221272
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Leechburg |
E117873
|
entity |
| Predicate | isPartOf |
P10
|
FINISHED |
| Object |
United States Census Bureau defined places in Pennsylvania
United States Census Bureau defined places in Pennsylvania are officially designated geographic areas within the state used for collecting and reporting demographic and statistical data.
|
E504147
|
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: United States Census Bureau defined places in Pennsylvania | Statement: [Leechburg, isPartOf, United States Census Bureau defined places in Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: United States Census Bureau defined places in Pennsylvania Context triple: [Leechburg, isPartOf, United States Census Bureau defined places in Pennsylvania]
-
A.
United States Census Bureau Pittsburgh metropolitan statistical area
The United States Census Bureau Pittsburgh metropolitan statistical area is a federally defined region centered on Pittsburgh, Pennsylvania, used for statistical purposes to represent the broader urban and economic area surrounding the city.
-
B.
United States Census Bureau places in Oklahoma
United States Census Bureau places in Oklahoma are officially defined geographic areas within the state that the Census Bureau uses for collecting, analyzing, and publishing demographic and economic data.
-
C.
United States Census Bureau designated areas
United States Census Bureau designated areas are specific geographic regions defined by the Census Bureau for the purpose of collecting, analyzing, and publishing statistical data about the population and economy.
-
D.
United States Census Bureau places in Michigan
United States Census Bureau places in Michigan are officially designated geographic areas within the state used for collecting, analyzing, and publishing demographic and economic data.
-
E.
United States Census Bureau places in Texas
United States Census Bureau places in Texas are officially designated geographic entities in Texas used by the Census Bureau for collecting, organizing, and reporting demographic and statistical data.
- 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: United States Census Bureau defined places in Pennsylvania Triple: [Leechburg, isPartOf, United States Census Bureau defined places in Pennsylvania]
Generated description
United States Census Bureau defined places in Pennsylvania are officially designated geographic areas within the state used for collecting and reporting demographic and statistical data.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: United States Census Bureau defined places in Pennsylvania Target entity description: United States Census Bureau defined places in Pennsylvania are officially designated geographic areas within the state used for collecting and reporting demographic and statistical data.
-
A.
United States Census Bureau Pittsburgh metropolitan statistical area
The United States Census Bureau Pittsburgh metropolitan statistical area is a federally defined region centered on Pittsburgh, Pennsylvania, used for statistical purposes to represent the broader urban and economic area surrounding the city.
-
B.
United States Census Bureau places in Oklahoma
United States Census Bureau places in Oklahoma are officially defined geographic areas within the state that the Census Bureau uses for collecting, analyzing, and publishing demographic and economic data.
-
C.
United States Census Bureau designated areas
United States Census Bureau designated areas are specific geographic regions defined by the Census Bureau for the purpose of collecting, analyzing, and publishing statistical data about the population and economy.
-
D.
United States Census Bureau places in Michigan
United States Census Bureau places in Michigan are officially designated geographic areas within the state used for collecting, analyzing, and publishing demographic and economic data.
-
E.
United States Census Bureau places in Texas
United States Census Bureau places in Texas are officially designated geographic entities in Texas used by the Census Bureau for collecting, organizing, and reporting demographic and statistical data.
- 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_69bd4465e03081909bfcfd7113062590 |
completed | March 20, 2026, 12:58 p.m. |
| NER | Named-entity recognition | batch_69bd7ab846548190bcd2c5cd238f6cd9 |
completed | March 20, 2026, 4:50 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69beeff49d708190a042dfab473a9646 |
completed | March 21, 2026, 7:22 p.m. |
| NEDg | Description generation | batch_69bef309c230819094ed6ae3fefe6e5b |
completed | March 21, 2026, 7:35 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bef36c88f4819082931dbe1bb13f89 |
completed | March 21, 2026, 7:37 p.m. |
Created at: March 20, 2026, 1:48 p.m.