Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710003610

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

0.179

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710003585

distance 0.179

#2 · Bhandaracell 4710002300

distance 0.221

#3 · Bhandaracell 4710002245

distance 0.225

#4 · Bhandaracell 4710003596

distance 0.233

#5 · Bhandaracell 4710003142

distance 0.242

#6 · Bhandaracell 4710001135

distance 0.244

#7 · Bhandaracell 4710003268

distance 0.246

#8 · Bhandaracell 4710003098

distance 0.249

#9 · Bhandaracell 4710002980

distance 0.249

#10 · Gondiacell 4760004054

distance 0.251 · cross-district

#11 · Bhandaracell 4710003571

distance 0.252

#12 · Amravaticell 4680009768

distance 0.252 · cross-district

#13 · Gondiacell 4760004476

distance 0.252 · cross-district

#14 · Nagpurcell 4840003508

distance 0.253 · cross-district

#15 · Gondiacell 4760004099

distance 0.253 · cross-district

#16 · Bhandaracell 4710003189

distance 0.256

#17 · Bhandaracell 4710001975

distance 0.256

#18 · Gondiacell 4760004341

distance 0.257 · 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":4710003610}}}'

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.