Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001422

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 3 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.08

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710001519

distance 0.08

#2 · Bhandaracell 4710001593

distance 0.138

#3 · Bhandaracell 4710001471

distance 0.147

#4 · Gondiacell 4760001234

distance 0.159 · cross-district

#5 · Bhandaracell 4710001775

distance 0.162

#6 · Bhandaracell 4710001326

distance 0.167

#7 · Bhandaracell 4710001522

distance 0.176

#8 · Bhandaracell 4710002140

distance 0.184

#9 · Bhandaracell 4710001643

distance 0.185

#10 · Gondiacell 4760001233

distance 0.2 · cross-district

#11 · Bhandaracell 4710001235

distance 0.201

#12 · Chandrapurcell 4730008830

distance 0.204 · cross-district

#13 · Bhandaracell 4710001360

distance 0.207

#14 · Bhandaracell 4710001063

distance 0.208

#15 · Gondiacell 4760002878

distance 0.209 · cross-district

#16 · Bhandaracell 4710002090

distance 0.21

#17 · Bhandaracell 4710000215

distance 0.21

#18 · Gondiacell 4760002708

distance 0.213 · 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":4710001422}}}'

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.