Triple
T26645282
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ahlen |
E668889
|
entity |
| Predicate | primaryEconomicTransition |
P3805
|
FINISHED |
| Object | from coal mining to diversified manufacturing |
—
|
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: from coal mining to diversified manufacturing | Statement: [Ahlen, primaryEconomicTransition, from coal mining to diversified manufacturing]
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: primaryEconomicTransition Context triple: [Ahlen, primaryEconomicTransition, from coal mining to diversified manufacturing]
-
A.
economicTransition
chosen
Indicates a change in an entity’s economic system, structure, or status from one state or model to another.
-
B.
primaryEconomicPhase
Indicates the main or dominant stage of economic development or activity that characterizes an entity during a given period.
-
C.
eraOfIndustrialDevelopment
Indicates the historical period during which an entity experienced industrial growth, modernization, or significant development in its industrial sector.
-
D.
hasEconomicShift
Indicates a change in the economic state, structure, or conditions affecting an entity over time.
-
E.
peakIndustrialDevelopment
Indicates the point in time or stage at which an entity reaches its highest level of industrial growth, capacity, or activity.
- 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_69ee9d00eb5481908d6c6d0ada2f0c9a |
completed | April 26, 2026, 11:17 p.m. |
| NER | Named-entity recognition | batch_69fe78e545888190a239af1a84280fa0 |
completed | May 8, 2026, 11:59 p.m. |
| PD | Predicate disambiguation | batch_69fe7842742081908043eb950ed69f92 |
completed | May 8, 2026, 11:56 p.m. |
Created at: April 27, 2026, 2:31 a.m.