Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800003683

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 4800003491

distance 0.08

#2 · Kolhapurcell 4800003751

distance 0.103

#3 · Kolhapurcell 4800002748

distance 0.105

#4 · Sindhudurgcell 4950003771

distance 0.143 · cross-district

#5 · Kolhapurcell 4800003058

distance 0.145

#6 · Sindhudurgcell 4950003777

distance 0.152 · cross-district

#7 · Kolhapurcell 4800003099

distance 0.157

#8 · Kolhapurcell 4800003433

distance 0.178

#9 · Sindhudurgcell 4950004171

distance 0.187 · cross-district

#10 · Kolhapurcell 4800003552

distance 0.193

#11 · Sindhudurgcell 4950003718

distance 0.194 · cross-district

#12 · Sindhudurgcell 4950003529

distance 0.198 · cross-district

#13 · Sindhudurgcell 4950003824

distance 0.2 · cross-district

#14 · Sindhudurgcell 4950003885

distance 0.201 · cross-district

#15 · Kolhapurcell 4800002696

distance 0.201

#16 · Kolhapurcell 4800003616

distance 0.202

#17 · Ratnagiricell 4920000236

distance 0.204 · cross-district

#18 · Sindhudurgcell 4950004143

distance 0.207 · 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":4800003683}}}'

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.