Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710002020

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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.192

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710002027

distance 0.192

#2 · Bhandaracell 4710001745

distance 0.196

#3 · Bhandaracell 4710001961

distance 0.208

#4 · Bhandaracell 4710001809

distance 0.22

#5 · Bhandaracell 4710001304

distance 0.227

#6 · Bhandaracell 4710001808

distance 0.229

#7 · Bhandaracell 4710001653

distance 0.237

#8 · Bhandaracell 4710003556

distance 0.24

#9 · Nagpurcell 4840000652

distance 0.243 · cross-district

#10 · Bhandaracell 4710002587

distance 0.247

#11 · Gondiacell 4760003266

distance 0.247 · cross-district

#12 · Bhandaracell 4710001855

distance 0.248

#13 · Nagpurcell 4840000829

distance 0.248 · cross-district

#14 · Bhandaracell 4710002517

distance 0.249

#15 · Gondiacell 4760002149

distance 0.251 · cross-district

#16 · Bhandaracell 4710001478

distance 0.252

#17 · Bhandaracell 4710003613

distance 0.252

#18 · Bhandaracell 4710001463

distance 0.252

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":4710002020}}}'

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.