Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800000885

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 6 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.28

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800001046

distance 0.28

#2 · Kolhapurcell 4800000757

distance 0.298

#3 · Kolhapurcell 4800000311

distance 0.299

#4 · Nashikcell 4870001157

distance 0.311 · cross-district

#5 · Nashikcell 4870001432

distance 0.313 · cross-district

#6 · Solapurcell 4960005843

distance 0.316 · cross-district

#7 · Sataracell 4940001234

distance 0.32 · cross-district

#8 · Nashikcell 4870000278

distance 0.324 · cross-district

#9 · Kolhapurcell 4800000994

distance 0.334

#10 · Beedcell 4700003319

distance 0.336 · cross-district

#11 · Nashikcell 4870001527

distance 0.336 · cross-district

#12 · Nashikcell 4870005400

distance 0.337 · cross-district

#13 · Nashikcell 4870000562

distance 0.338 · cross-district

#14 · Nashikcell 4870000332

distance 0.338 · cross-district

#15 · Nashikcell 4870000647

distance 0.338 · cross-district

#16 · Solapurcell 4960006152

distance 0.339 · cross-district

#17 · Nashikcell 4870000448

distance 0.339 · cross-district

#18 · Nandedcell 4850008888

distance 0.34 · 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":4800000885}}}'

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.