Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800000031

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

0.378

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800000074

distance 0.378

#2 · Kolhapurcell 4800000160

distance 0.382

#3 · Kolhapurcell 4800000018

distance 0.386

#4 · Kolhapurcell 4800000173

distance 0.393

#5 · Kolhapurcell 4800000129

distance 0.393

#6 · Kolhapurcell 4800000128

distance 0.41

#7 · Kolhapurcell 4800000191

distance 0.42

#8 · Kolhapurcell 4800000016

distance 0.423

#9 · Kolhapurcell 4800000089

distance 0.423

#10 · Raigadcell 4910003352

distance 0.423 · cross-district

#11 · Kolhapurcell 4800000071

distance 0.424

#12 · Kolhapurcell 4800000218

distance 0.425

#13 · Raigadcell 4910002708

distance 0.432 · cross-district

#14 · Kolhapurcell 4800000053

distance 0.432

#15 · Kolhapurcell 4800000249

distance 0.434

#16 · Kolhapurcell 4800000116

distance 0.435

#17 · Kolhapurcell 4800000013

distance 0.437

#18 · Kolhapurcell 4800000113

distance 0.438

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":4800000031}}}'

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.