Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800002293

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 9 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.327

lower = more alike (weighted)

The twins, closest first

#1 · Akolacell 4670001997

distance 0.327 · cross-district

#2 · Laturcell 4810003062

distance 0.386 · cross-district

#3 · Kolhapurcell 4800004339

distance 0.412

#4 · Wardhacell 4980002458

distance 0.427 · cross-district

#5 · Nagpurcell 4840003759

distance 0.436 · cross-district

#6 · Kolhapurcell 4800004510

distance 0.437

#7 · Kolhapurcell 4800004019

distance 0.448

#8 · Solapurcell 4960005301

distance 0.453 · cross-district

#9 · Nashikcell 4870002709

distance 0.459 · cross-district

#10 · Kolhapurcell 4800004421

distance 0.468

#11 · Kolhapurcell 4800003537

distance 0.47

#12 · Laturcell 4810003370

distance 0.473 · cross-district

#13 · Kolhapurcell 4800004423

distance 0.473

#14 · Parbhanicell 4890002758

distance 0.475 · cross-district

#15 · Laturcell 4810002016

distance 0.476 · cross-district

#16 · Ahmednagarcell 4660000829

distance 0.477 · cross-district

#17 · Ahmednagarcell 4660005136

distance 0.484 · cross-district

#18 · Kolhapurcell 4800001788

distance 0.492

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":4800002293}}}'

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.