Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800000088

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 4 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.304

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800000160

distance 0.304

#2 · Kolhapurcell 4800000199

distance 0.333

#3 · Kolhapurcell 4800000129

distance 0.359

#4 · Kolhapurcell 4800000225

distance 0.386

#5 · Raigadcell 4910002452

distance 0.398 · cross-district

#6 · Kolhapurcell 4800000018

distance 0.424

#7 · Kolhapurcell 4800000198

distance 0.43

#8 · Ratnagiricell 4920000140

distance 0.44 · cross-district

#9 · Nashikcell 4870000632

distance 0.443 · cross-district

#10 · Ratnagiricell 4920000214

distance 0.461 · cross-district

#11 · Ratnagiricell 4920000005

distance 0.461 · cross-district

#12 · Nashikcell 4870000633

distance 0.462 · cross-district

#13 · Ratnagiricell 4920000086

distance 0.463 · cross-district

#14 · Ratnagiricell 4920002337

distance 0.466 · cross-district

#15 · Ratnagiricell 4920000011

distance 0.467 · cross-district

#16 · Nashikcell 4870000505

distance 0.474 · cross-district

#17 · Ratnagiricell 4920000087

distance 0.474 · cross-district

#18 · Kolhapurcell 4800000112

distance 0.481

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":4800000088}}}'

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.