Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800000018

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

0.279

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800000074

distance 0.279

#2 · Kolhapurcell 4800000129

distance 0.333

#3 · Kolhapurcell 4800000199

distance 0.359

#4 · Kolhapurcell 4800000225

distance 0.36

#5 · Kolhapurcell 4800000160

distance 0.373

#6 · Kolhapurcell 4800000031

distance 0.386

#7 · Kolhapurcell 4800000198

distance 0.398

#8 · Kolhapurcell 4800000102

distance 0.402

#9 · Kolhapurcell 4800000130

distance 0.406

#10 · Kolhapurcell 4800000020

distance 0.416

#11 · Kolhapurcell 4800000194

distance 0.421

#12 · Kolhapurcell 4800000088

distance 0.424

#13 · Sindhudurgcell 4950000751

distance 0.428 · cross-district

#14 · Sindhudurgcell 4950000334

distance 0.429 · cross-district

#15 · Kolhapurcell 4800000265

distance 0.439

#16 · Kolhapurcell 4800000264

distance 0.442

#17 · Raigadcell 4910002908

distance 0.444 · cross-district

#18 · Kolhapurcell 4800000234

distance 0.444

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":4800000018}}}'

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.