Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800000956

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

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.226

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800006492

distance 0.226

#2 · Sataracell 4940001461

distance 0.327 · cross-district

#3 · Gadchirolicell 4750000336

distance 0.388 · cross-district

#4 · Parbhanicell 4890004927

distance 0.393 · cross-district

#5 · Sataracell 4940002135

distance 0.395 · cross-district

#6 · Solapurcell 4960011725

distance 0.396 · cross-district

#7 · Gadchirolicell 4750000622

distance 0.412 · cross-district

#8 · Sataracell 4940001823

distance 0.422 · cross-district

#9 · Gadchirolicell 4750000181

distance 0.426 · cross-district

#10 · Buldhanacell 4720002462

distance 0.427 · cross-district

#11 · Punecell 4900003102

distance 0.428 · cross-district

#12 · Nandedcell 4850002046

distance 0.434 · cross-district

#13 · Gadchirolicell 4750000381

distance 0.436 · cross-district

#14 · Sataracell 4940002136

distance 0.436 · cross-district

#15 · Sataracell 4940001539

distance 0.437 · cross-district

#16 · Buldhanacell 4720002524

distance 0.438 · cross-district

#17 · Yavatmalcell 5000002024

distance 0.44 · cross-district

#18 · Yavatmalcell 5000001905

distance 0.442 · 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":4800000956}}}'

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.