Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001207

The MH-36 locality cells most similar to this Bhandara 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

0.182

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730005674

distance 0.182 · cross-district

#2 · Chandrapurcell 4730009457

distance 0.187 · cross-district

#3 · Nagpurcell 4840001171

distance 0.197 · cross-district

#4 · Bhandaracell 4710000930

distance 0.207

#5 · Gondiacell 4760001042

distance 0.209 · cross-district

#6 · Chandrapurcell 4730005782

distance 0.211 · cross-district

#7 · Bhandaracell 4710003126

distance 0.218

#8 · Nagpurcell 4840001836

distance 0.228 · cross-district

#9 · Bhandaracell 4710000654

distance 0.229

#10 · Chandrapurcell 4730008993

distance 0.23 · cross-district

#11 · Chandrapurcell 4730008210

distance 0.232 · cross-district

#12 · Gondiacell 4760003642

distance 0.238 · cross-district

#13 · Chandrapurcell 4730007894

distance 0.252 · cross-district

#14 · Bhandaracell 4710000651

distance 0.252

#15 · Gondiacell 4760001092

distance 0.255 · cross-district

#16 · Chandrapurcell 4730006238

distance 0.26 · cross-district

#17 · Chandrapurcell 4730007994

distance 0.266 · cross-district

#18 · Gondiacell 4760001147

distance 0.266 · 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":471,"cluster_id":4710001207}}}'

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.