Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710003095

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 2 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.167

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710003414

distance 0.167

#2 · Bhandaracell 4710003096

distance 0.177

#3 · Bhandaracell 4710003053

distance 0.178

#4 · Bhandaracell 4710003417

distance 0.217

#5 · Bhandaracell 4710003605

distance 0.224

#6 · Bhandaracell 4710003545

distance 0.233

#7 · Bhandaracell 4710003097

distance 0.239

#8 · Bhandaracell 4710003416

distance 0.243

#9 · Bhandaracell 4710003546

distance 0.252

#10 · Bhandaracell 4710003012

distance 0.256

#11 · Bhandaracell 4710001020

distance 0.26

#12 · Bhandaracell 4710003623

distance 0.262

#13 · Bhandaracell 4710000985

distance 0.262

#14 · Bhandaracell 4710001510

distance 0.263

#15 · Nagpurcell 4840005640

distance 0.265 · cross-district

#16 · Bhandaracell 4710003139

distance 0.268

#17 · Bhandaracell 4710002981

distance 0.269

#18 · Bhandaracell 4710001118

distance 0.269

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":4710003095}}}'

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.