Triple
T13386590
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | El Centro metropolitan area |
E319459
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object |
U.S. Census Bureau metropolitan statistical areas
U.S. Census Bureau metropolitan statistical areas are officially defined geographic regions in the United States centered around urban cores, used for collecting, analyzing, and publishing standardized demographic and economic data.
|
E103547
|
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: U.S. Census Bureau metropolitan statistical areas | Statement: [El Centro metropolitan area, partOf, U.S. Census Bureau metropolitan statistical areas]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: U.S. Census Bureau metropolitan statistical areas Context triple: [El Centro metropolitan area, partOf, U.S. Census Bureau metropolitan statistical areas]
-
A.
United States Office of Management and Budget metropolitan statistical area
The United States Office of Management and Budget metropolitan statistical area is a regionally defined urbanized area and its surrounding communities designated by the U.S. Office of Management and Budget for federal statistical and administrative purposes.
-
B.
U.S. metropolitan areas
U.S. metropolitan areas are densely populated urban regions in the United States that encompass a central city and its surrounding economically and socially integrated communities.
-
C.
Core Based Statistical Area
A Core Based Statistical Area is a U.S. geographic region defined around an urban core of at least 10,000 people, used by federal agencies for statistical and planning purposes.
-
D.
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.
-
E.
U.S. Census Bureau regions and divisions
U.S. Census Bureau regions and divisions are a standardized geographic classification system that groups U.S. states into larger regions and smaller divisions for statistical and analytical purposes.
- 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: U.S. Census Bureau metropolitan statistical areas Triple: [El Centro metropolitan area, partOf, U.S. Census Bureau metropolitan statistical areas]
Generated description
U.S. Census Bureau metropolitan statistical areas are officially defined geographic regions in the United States centered around urban cores, used for collecting, analyzing, and publishing standardized demographic and economic data.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: U.S. Census Bureau metropolitan statistical areas Target entity description: U.S. Census Bureau metropolitan statistical areas are officially defined geographic regions in the United States centered around urban cores, used for collecting, analyzing, and publishing standardized demographic and economic data.
-
A.
United States Office of Management and Budget metropolitan statistical area
The United States Office of Management and Budget metropolitan statistical area is a regionally defined urbanized area and its surrounding communities designated by the U.S. Office of Management and Budget for federal statistical and administrative purposes.
-
B.
U.S. metropolitan areas
U.S. metropolitan areas are densely populated urban regions in the United States that encompass a central city and its surrounding economically and socially integrated communities.
-
C.
Core Based Statistical Area
A Core Based Statistical Area is a U.S. geographic region defined around an urban core of at least 10,000 people, used by federal agencies for statistical and planning purposes.
-
D.
United States Census Bureau designated areas
chosen
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.
-
E.
U.S. Census Bureau regions and divisions
U.S. Census Bureau regions and divisions are a standardized geographic classification system that groups U.S. states into larger regions and smaller divisions for statistical and analytical purposes.
- F. None of above.
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_69d806b886bc8190b676e7768b8e01c5 |
completed | April 9, 2026, 8:06 p.m. |
| NER | Named-entity recognition | batch_69dadce96d1881909957fdd068a7f55d |
completed | April 11, 2026, 11:44 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f7268f9a908190843481dd313f5a11 |
completed | May 3, 2026, 10:42 a.m. |
| NEDg | Description generation | batch_69f7272115f4819092e4fa0fd7f130b5 |
completed | May 3, 2026, 10:44 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f72992483c8190873ba7050ad9e6fa |
completed | May 3, 2026, 10:55 a.m. |
Created at: April 9, 2026, 9:34 p.m.