Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800000765

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 3 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.228

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800000650

distance 0.228

#2 · Kolhapurcell 4800001049

distance 0.256

#3 · Kolhapurcell 4800000408

distance 0.268

#4 · Kolhapurcell 4800001050

distance 0.27

#5 · Sataracell 4940000981

distance 0.283 · cross-district

#6 · Sataracell 4940000986

distance 0.283 · cross-district

#7 · Kolhapurcell 4800001211

distance 0.287

#8 · Kolhapurcell 4800000505

distance 0.29

#9 · Sataracell 4940000982

distance 0.292 · cross-district

#10 · Kolhapurcell 4800001012

distance 0.3

#11 · Sataracell 4940001103

distance 0.301 · cross-district

#12 · Kolhapurcell 4800000444

distance 0.303

#13 · Sataracell 4940004350

distance 0.303 · cross-district

#14 · Nandedcell 4850005675

distance 0.307 · cross-district

#15 · Kolhapurcell 4800001090

distance 0.308

#16 · Sataracell 4940006056

distance 0.311 · cross-district

#17 · Kolhapurcell 4800000406

distance 0.313

#18 · Sataracell 4940002378

distance 0.314 · 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":4800000765}}}'

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.