Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800006486

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.088

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800006439

distance 0.088

#2 · Ratnagiricell 4920003186

distance 0.096 · cross-district

#3 · Kolhapurcell 4800006457

distance 0.101

#4 · Ratnagiricell 4920002851

distance 0.102 · cross-district

#5 · Ratnagiricell 4920003079

distance 0.105 · cross-district

#6 · Ratnagiricell 4920003130

distance 0.109 · cross-district

#7 · Ratnagiricell 4920003129

distance 0.111 · cross-district

#8 · Sataracell 4940000451

distance 0.115 · cross-district

#9 · Sataracell 4940000670

distance 0.116 · cross-district

#10 · Kolhapurcell 4800006479

distance 0.125

#11 · Sataracell 4940000442

distance 0.126 · cross-district

#12 · Sataracell 4940000333

distance 0.128 · cross-district

#13 · Kolhapurcell 4800006474

distance 0.128

#14 · Sataracell 4940000728

distance 0.133 · cross-district

#15 · Kolhapurcell 4800006466

distance 0.133

#16 · Sataracell 4940000384

distance 0.133 · cross-district

#17 · Sanglicell 4930005043

distance 0.135 · cross-district

#18 · Sataracell 4940000438

distance 0.135 · 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":4800006486}}}'

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.