Triple
T2822077
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | City of Pueblo |
E54832
|
entity |
| Predicate | isIndustrialCenterFor |
P3436
|
FINISHED |
| Object | southern Colorado |
E16400
|
NE FINISHED |
How this triple was built (3 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: southern Colorado | Statement: [City of Pueblo, isIndustrialCenterFor, southern Colorado]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: southern Colorado Context triple: [City of Pueblo, isIndustrialCenterFor, southern Colorado]
-
A.
southeastern Colorado
Southeastern Colorado is a largely rural region of Colorado known for its high plains landscapes, agricultural economy, and historic frontier and railroad heritage.
-
B.
Southern Colorado
chosen
Southern Colorado is a region of Colorado known for its high desert landscapes, mountain ranges, and cities such as Pueblo that blend agricultural, industrial, and cultural influences.
-
C.
southwestern Colorado
Southwestern Colorado is a region of the U.S. state of Colorado known for its rugged Rocky Mountain landscapes, rich Native American history, and archaeological sites such as Mesa Verde.
-
D.
eastern Colorado
Eastern Colorado is the high-plains region of the state characterized by flat to gently rolling prairie, extensive agriculture, and a semi-arid climate east of the Rocky Mountains.
-
E.
Western Colorado
Western Colorado is a largely rural, mountainous region of the U.S. state of Colorado known for its high desert landscapes, outdoor recreation, and communities like Grand Junction that serve as hubs for agriculture, energy, and tourism.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: isIndustrialCenterFor Context triple: [City of Pueblo, isIndustrialCenterFor, southern Colorado]
-
A.
isIndustrialCenter
chosen
Indicates that a place functions as a major hub of industrial activity, production, or manufacturing within a region.
-
B.
isIndustrialRegion
Indicates that a given area functions primarily as a center of industrial activity, characterized by significant manufacturing, production, or related industrial operations.
-
C.
hasIndustrialSector
Indicates that an entity is associated with, operates in, or belongs to a particular industrial sector or branch of economic activity.
-
D.
isEconomicCenter
Indicates that an entity functions as a primary hub for economic activity, such as trade, finance, or industry, within a region or system.
-
E.
industryCenter
Indicates that a location functions as a primary hub or focal point for industrial activity or production.
- F. None of above.
Provenance (4 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_69ab49e100c0819082a40cb797383243 |
completed | March 6, 2026, 9:40 p.m. |
| NER | Named-entity recognition | batch_69abdf15b7288190a03d1193cc0544a6 |
completed | March 7, 2026, 8:17 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69afe8b344ec8190948b26a5101fb183 |
completed | March 10, 2026, 9:47 a.m. |
| PD | Predicate disambiguation | batch_69abdd08f2f481908c3da8a9c7a00552 |
completed | March 7, 2026, 8:08 a.m. |
Created at: March 6, 2026, 9:59 p.m.