Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800006403

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

0.06

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800006416

distance 0.06

#2 · Kolhapurcell 4800006417

distance 0.078

#3 · Ratnagiricell 4920002801

distance 0.086 · cross-district

#4 · Kolhapurcell 4800006393

distance 0.1

#5 · Kolhapurcell 4800006420

distance 0.11

#6 · Kolhapurcell 4800006026

distance 0.11

#7 · Kolhapurcell 4800006415

distance 0.11

#8 · Ratnagiricell 4920002750

distance 0.111 · cross-district

#9 · Kolhapurcell 4800006117

distance 0.115

#10 · Ratnagiricell 4920002699

distance 0.131 · cross-district

#11 · Ratnagiricell 4920002802

distance 0.133 · cross-district

#12 · Kolhapurcell 4800006404

distance 0.147

#13 · Kolhapurcell 4800006063

distance 0.149

#14 · Ratnagiricell 4920002752

distance 0.15 · cross-district

#15 · Ratnagiricell 4920002751

distance 0.15 · cross-district

#16 · Ratnagiricell 4920002701

distance 0.157 · cross-district

#17 · Kolhapurcell 4800006392

distance 0.157

#18 · Ratnagiricell 4920002647

distance 0.158 · 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":4800006403}}}'

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.