Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800005667

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.415

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800003232

distance 0.415

#2 · Nashikcell 4870000638

distance 0.428 · cross-district

#3 · Kolhapurcell 4800005506

distance 0.433

#4 · Ratnagiricell 4920003630

distance 0.44 · cross-district

#5 · Raigadcell 4910001299

distance 0.442 · cross-district

#6 · Nashikcell 4870009864

distance 0.444 · cross-district

#7 · Raigadcell 4910002252

distance 0.444 · cross-district

#8 · Kolhapurcell 4800003235

distance 0.448

#9 · Nashikcell 4870002086

distance 0.453 · cross-district

#10 · Nashikcell 4870009321

distance 0.454 · cross-district

#11 · Kolhapurcell 4800005871

distance 0.457

#12 · Kolhapurcell 4800003719

distance 0.461

#13 · Nashikcell 4870002411

distance 0.468 · cross-district

#14 · Ahmednagarcell 4660012835

distance 0.469 · cross-district

#15 · Nashikcell 4870008760

distance 0.47 · cross-district

#16 · Ratnagiricell 4920006935

distance 0.472 · cross-district

#17 · Nashikcell 4870008471

distance 0.476 · cross-district

#18 · Nashikcell 4870000448

distance 0.478 · 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":4800005667}}}'

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.