Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800002322

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 7 distinct districts

Index confidence

0.89

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.42

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800002276

distance 0.42

#2 · Ahmednagarcell 4660010131

distance 0.443 · cross-district

#3 · Kolhapurcell 4800002185

distance 0.445

#4 · Jalgaoncell 4780005248

distance 0.496 · cross-district

#5 · Raigadcell 4910001874

distance 0.6 · cross-district

#6 · Nagpurcell 4840008626

distance 0.617 · cross-district

#7 · Gadchirolicell 4750000086

distance 0.622 · cross-district

#8 · Raigadcell 4910001873

distance 0.631 · cross-district

#9 · Gadchirolicell 4750000024

distance 0.677 · cross-district

#10 · Gadchirolicell 4750000023

distance 0.704 · cross-district

#11 · Raigadcell 4910001764

distance 0.718 · cross-district

#12 · Gadchirolicell 4750000009

distance 0.722 · cross-district

#13 · Gadchirolicell 4750000153

distance 0.723 · cross-district

#14 · Gadchirolicell 4750000130

distance 0.724 · cross-district

#15 · Raigadcell 4910001763

distance 0.736 · cross-district

#16 · Gadchirolicell 4750000011

distance 0.747 · cross-district

#17 · Gadchirolicell 4750000040

distance 0.752 · cross-district

#18 · Parbhanicell 4890005323

distance 0.759 · 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":4800002322}}}'

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.