Triple
T23453056
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ishpeming, Michigan |
E567836
|
entity |
| Predicate | economyTransitionedFrom |
P3805
|
FINISHED |
| Object | iron mining dominance to mixed economy |
—
|
LITERAL FINISHED |
How this triple was built (2 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: iron mining dominance to mixed economy | Statement: [Ishpeming, Michigan, economyTransitionedFrom, iron mining dominance to mixed economy]
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: economyTransitionedFrom Context triple: [Ishpeming, Michigan, economyTransitionedFrom, iron mining dominance to mixed economy]
-
A.
economicTransition
chosen
Indicates a change in an entity’s economic system, structure, or status from one state or model to another.
-
B.
formerEconomicActivity
Indicates that an entity previously engaged in a specified economic activity but no longer does so.
-
C.
hasEconomicShift
Indicates a change in the economic state, structure, or conditions affecting an entity over time.
-
D.
economyContrast
Indicates that two entities are being compared or opposed in terms of their economic characteristics, conditions, or performance.
-
E.
economicExtensionOf
Indicates that one entity’s economy is heavily dependent on, controlled by, or functions as an outgrowth of another entity’s economic system.
- F. None of above.
Provenance (3 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_69e2458b4c888190b1d7998f9862a558 |
completed | April 17, 2026, 2:36 p.m. |
| NER | Named-entity recognition | batch_69f1a694f19081909117bc9b10ca8a83 |
completed | April 29, 2026, 6:35 a.m. |
| PD | Predicate disambiguation | batch_69f06201d33481909b5fd7b92d03e658 |
completed | April 28, 2026, 7:30 a.m. |
Created at: April 17, 2026, 5:52 p.m.