Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800002630

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.16

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800002685

distance 0.16

#2 · Kolhapurcell 4800002734

distance 0.188

#3 · Kolhapurcell 4800002582

distance 0.194

#4 · Beedcell 4700005939

distance 0.222 · cross-district

#5 · Sataracell 4940001569

distance 0.228 · cross-district

#6 · Beedcell 4700003550

distance 0.228 · cross-district

#7 · Kolhapurcell 4800002788

distance 0.235

#8 · Beedcell 4700006768

distance 0.236 · cross-district

#9 · Sataracell 4940000290

distance 0.238 · cross-district

#10 · Beedcell 4700004916

distance 0.247 · cross-district

#11 · Sataracell 4940000991

distance 0.249 · cross-district

#12 · Ahmednagarcell 4660005180

distance 0.25 · cross-district

#13 · Kolhapurcell 4800002917

distance 0.251

#14 · Sataracell 4940001118

distance 0.252 · cross-district

#15 · Sataracell 4940001117

distance 0.253 · cross-district

#16 · Kolhapurcell 4800000659

distance 0.255

#17 · Beedcell 4700004751

distance 0.256 · cross-district

#18 · Kolhapurcell 4800003228

distance 0.26

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":4800002630}}}'

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.