Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800002407

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.227

lower = more alike (weighted)

The twins, closest first

#1 · Sindhudurgcell 4950003330

distance 0.227 · cross-district

#2 · Sindhudurgcell 4950003358

distance 0.273 · cross-district

#3 · Sindhudurgcell 4950003335

distance 0.28 · cross-district

#4 · Sindhudurgcell 4950002657

distance 0.28 · cross-district

#5 · Sindhudurgcell 4950003493

distance 0.283 · cross-district

#6 · Ratnagiricell 4920002763

distance 0.284 · cross-district

#7 · Sindhudurgcell 4950003401

distance 0.286 · cross-district

#8 · Ratnagiricell 4920000206

distance 0.288 · cross-district

#9 · Ratnagiricell 4920001600

distance 0.289 · cross-district

#10 · Ratnagiricell 4920002733

distance 0.293 · cross-district

#11 · Sindhudurgcell 4950003855

distance 0.294 · cross-district

#12 · Sindhudurgcell 4950003108

distance 0.296 · cross-district

#13 · Sindhudurgcell 4950003069

distance 0.297 · cross-district

#14 · Ratnagiricell 4920001553

distance 0.298 · cross-district

#15 · Sindhudurgcell 4950003655

distance 0.299 · cross-district

#16 · Sindhudurgcell 4950002491

distance 0.301 · cross-district

#17 · Kolhapurcell 4800003208

distance 0.301

#18 · Sindhudurgcell 4950003743

distance 0.303 · 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":4800002407}}}'

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.