Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001346

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.081

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710001298

distance 0.081

#2 · Bhandaracell 4710001438

distance 0.101

#3 · Bhandaracell 4710001333

distance 0.127

#4 · Bhandaracell 4710000963

distance 0.17

#5 · Gondiacell 4760000746

distance 0.196 · cross-district

#6 · Bhandaracell 4710001164

distance 0.197

#7 · Bhandaracell 4710000852

distance 0.21

#8 · Bhandaracell 4710001240

distance 0.21

#9 · Bhandaracell 4710000927

distance 0.212

#10 · Bhandaracell 4710001065

distance 0.213

#11 · Bhandaracell 4710001532

distance 0.214

#12 · Bhandaracell 4710001533

distance 0.226

#13 · Bhandaracell 4710001393

distance 0.234

#14 · Gondiacell 4760001707

distance 0.234 · cross-district

#15 · Gondiacell 4760000921

distance 0.236 · cross-district

#16 · Bhandaracell 4710001095

distance 0.237

#17 · Chandrapurcell 4730008062

distance 0.243 · cross-district

#18 · Gondiacell 4760001234

distance 0.246 · 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":4710001346}}}'

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.