Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710000657

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

0.164

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840000993

distance 0.164 · cross-district

#2 · Chandrapurcell 4730008520

distance 0.165 · cross-district

#3 · Wardhacell 4980001860

distance 0.175 · cross-district

#4 · Bhandaracell 4710000302

distance 0.183

#5 · Wardhacell 4980003360

distance 0.184 · cross-district

#6 · Wardhacell 4980001680

distance 0.186 · cross-district

#7 · Bhandaracell 4710000525

distance 0.187

#8 · Nagpurcell 4840001211

distance 0.194 · cross-district

#9 · Nagpurcell 4840000480

distance 0.196 · cross-district

#10 · Chandrapurcell 4730009091

distance 0.197 · cross-district

#11 · Nagpurcell 4840001150

distance 0.198 · cross-district

#12 · Chandrapurcell 4730007745

distance 0.198 · cross-district

#13 · Nagpurcell 4840000774

distance 0.198 · cross-district

#14 · Wardhacell 4980001200

distance 0.199 · cross-district

#15 · Nagpurcell 4840001130

distance 0.2 · cross-district

#16 · Nagpurcell 4840006381

distance 0.201 · cross-district

#17 · Wardhacell 4980001479

distance 0.202 · cross-district

#18 · Bhandaracell 4710000350

distance 0.204

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":4710000657}}}'

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.