Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800003491

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 3 distinct districts

Index confidence

0.88

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.08

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800003683

distance 0.08

#2 · Kolhapurcell 4800003751

distance 0.102

#3 · Kolhapurcell 4800003099

distance 0.131

#4 · Kolhapurcell 4800003058

distance 0.143

#5 · Kolhapurcell 4800002748

distance 0.146

#6 · Sindhudurgcell 4950003777

distance 0.169 · cross-district

#7 · Sindhudurgcell 4950003771

distance 0.172 · cross-district

#8 · Sindhudurgcell 4950003885

distance 0.175 · cross-district

#9 · Ratnagiricell 4920000236

distance 0.181 · cross-district

#10 · Sindhudurgcell 4950004171

distance 0.198 · cross-district

#11 · Sindhudurgcell 4950003529

distance 0.198 · cross-district

#12 · Sindhudurgcell 4950003824

distance 0.201 · cross-district

#13 · Sindhudurgcell 4950004143

distance 0.202 · cross-district

#14 · Sindhudurgcell 4950003880

distance 0.203 · cross-district

#15 · Kolhapurcell 4800003552

distance 0.207

#16 · Sindhudurgcell 4950003435

distance 0.208 · cross-district

#17 · Sindhudurgcell 4950004173

distance 0.208 · cross-district

#18 · Sindhudurgcell 4950003462

distance 0.212 · 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":4800003491}}}'

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.