Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800005415

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

0.241

lower = more alike (weighted)

The twins, closest first

#1 · Ratnagiricell 4920001417

distance 0.241 · cross-district

#2 · Ratnagiricell 4920000442

distance 0.252 · cross-district

#3 · Ratnagiricell 4920000642

distance 0.257 · cross-district

#4 · Ratnagiricell 4920001199

distance 0.261 · cross-district

#5 · Ratnagiricell 4920001108

distance 0.272 · cross-district

#6 · Ratnagiricell 4920000635

distance 0.275 · cross-district

#7 · Kolhapurcell 4800002565

distance 0.277

#8 · Ratnagiricell 4920001156

distance 0.278 · cross-district

#9 · Kolhapurcell 4800005582

distance 0.281

#10 · Ratnagiricell 4920000844

distance 0.283 · cross-district

#11 · Ratnagiricell 4920001013

distance 0.284 · cross-district

#12 · Ratnagiricell 4920000595

distance 0.284 · cross-district

#13 · Ratnagiricell 4920000910

distance 0.286 · cross-district

#14 · Kolhapurcell 4800005581

distance 0.287

#15 · Ratnagiricell 4920000633

distance 0.288 · cross-district

#16 · Ratnagiricell 4920000391

distance 0.289 · cross-district

#17 · Ratnagiricell 4920000797

distance 0.291 · cross-district

#18 · Ratnagiricell 4920003016

distance 0.293 · 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":4800005415}}}'

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.