Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800002230

The MH-36 locality cells most similar to this Kolhapur cell across terrain, built form, land cover, climate dynamics and connectivity — ranked by a GUM-confidence-weighted (R24) distance, with the temporal block down-weighted. Each twin is a real cell with its own witnessed dossier.

Twins found

across 4 distinct districts

Index confidence

0.89

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.581

lower = more alike (weighted)

The twins, closest first

#1 · Raigadcell 4910001760

distance 0.581 · cross-district

#2 · Raigadcell 4910001819

distance 0.583 · cross-district

#3 · Raigadcell 4910001818

distance 0.583 · cross-district

#4 · Gadchirolicell 4750000023

distance 0.641 · cross-district

#5 · Gadchirolicell 4750000024

distance 0.704 · cross-district

#6 · Gadchirolicell 4750000086

distance 0.71 · cross-district

#7 · Gadchirolicell 4750000011

distance 0.723 · cross-district

#8 · Gadchirolicell 4750000009

distance 0.73 · cross-district

#9 · Gadchirolicell 4750000010

distance 0.762 · cross-district

#10 · Gadchirolicell 4750000040

distance 0.776 · cross-district

#11 · Gadchirolicell 4750000019

distance 0.805 · cross-district

#12 · Jalgaoncell 4780004233

distance 0.826 · cross-district

#13 · Gadchirolicell 4750000130

distance 0.834 · cross-district

#14 · Gadchirolicell 4750000021

distance 0.835 · cross-district

#15 · Gadchirolicell 4750000153

distance 0.837 · cross-district

#16 · Dharashivcell 4880005338

distance 0.846 · cross-district

#17 · Gadchirolicell 4750000022

distance 0.868 · cross-district

#18 · Dharashivcell 4880005337

distance 0.892 · cross-district

witness: find_twins — morphology-twin-index-v2 (R24, GUM-confidence-weighted, magnitude-aware, temporal block down-weighted). Distance is the weighted feature distance; lower is more alike. Cross-district twins are the discriminative signal.

Re-witness these twins

curl -s https://api.gridrock.ai/mcp -H 'Content-Type: application/json' \
  -H 'Accept: application/json, text/event-stream' \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"find_twins",
       "arguments":{"admin_code":480,"cluster_id":4800002230}}}'

Machine-readable JSON twin →Full dossier →

Scope: the live MH-36 cube. Twins are computed from the sha-verified morphology-v2 vector; the engine supplies no goodness/suitability ranking — only morphological similarity.