Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710000748

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.157

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710000533

distance 0.157

#2 · Chandrapurcell 4730009699

distance 0.167 · cross-district

#3 · Chandrapurcell 4730009607

distance 0.175 · cross-district

#4 · Bhandaracell 4710000666

distance 0.176

#5 · Bhandaracell 4710000712

distance 0.179

#6 · Bhandaracell 4710000667

distance 0.193

#7 · Bhandaracell 4710000235

distance 0.207

#8 · Bhandaracell 4710000280

distance 0.212

#9 · Bhandaracell 4710000711

distance 0.219

#10 · Nagpurcell 4840000423

distance 0.221 · cross-district

#11 · Bhandaracell 4710000552

distance 0.231

#12 · Chandrapurcell 4730009609

distance 0.242 · cross-district

#13 · Chandrapurcell 4730008577

distance 0.248 · cross-district

#14 · Chandrapurcell 4730009554

distance 0.255 · cross-district

#15 · Nagpurcell 4840000651

distance 0.268 · cross-district

#16 · Bhandaracell 4710000329

distance 0.269

#17 · Gondiacell 4760000980

distance 0.27 · cross-district

#18 · Bhandaracell 4710000992

distance 0.27

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":4710000748}}}'

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.