Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800002430

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 2 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.121

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800001992

distance 0.121

#2 · Kolhapurcell 4800002334

distance 0.127

#3 · Kolhapurcell 4800002287

distance 0.134

#4 · Kolhapurcell 4800002242

distance 0.142

#5 · Kolhapurcell 4800002290

distance 0.147

#6 · Kolhapurcell 4800002431

distance 0.174

#7 · Kolhapurcell 4800001700

distance 0.174

#8 · Kolhapurcell 4800002335

distance 0.176

#9 · Kolhapurcell 4800001476

distance 0.177

#10 · Kolhapurcell 4800001535

distance 0.194

#11 · Kolhapurcell 4800001421

distance 0.196

#12 · Kolhapurcell 4800001419

distance 0.201

#13 · Kolhapurcell 4800002092

distance 0.201

#14 · Kolhapurcell 4800001420

distance 0.202

#15 · Sindhudurgcell 4950002455

distance 0.203 · cross-district

#16 · Kolhapurcell 4800001359

distance 0.22

#17 · Kolhapurcell 4800001251

distance 0.224

#18 · Kolhapurcell 4800002432

distance 0.233

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":4800002430}}}'

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.