Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001169

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

0.231

lower = more alike (weighted)

The twins, closest first

#1 · Amravaticell 4680009913

distance 0.231 · cross-district

#2 · Amravaticell 4680009846

distance 0.232 · cross-district

#3 · Bhandaracell 4710003560

distance 0.243

#4 · Amravaticell 4680009759

distance 0.258 · cross-district

#5 · Amravaticell 4680009761

distance 0.259 · cross-district

#6 · Amravaticell 4680009766

distance 0.264 · cross-district

#7 · Bhandaracell 4710002325

distance 0.268

#8 · Amravaticell 4680009762

distance 0.269 · cross-district

#9 · Amravaticell 4680010163

distance 0.273 · cross-district

#10 · Bhandaracell 4710001946

distance 0.277

#11 · Bhandaracell 4710002458

distance 0.277

#12 · Amravaticell 4680009978

distance 0.279 · cross-district

#13 · Bhandaracell 4710002002

distance 0.282

#14 · Amravaticell 4680009676

distance 0.283 · cross-district

#15 · Amravaticell 4680009848

distance 0.288 · cross-district

#16 · Bhandaracell 4710003178

distance 0.29

#17 · Amravaticell 4680010278

distance 0.29 · cross-district

#18 · Bhandaracell 4710003172

distance 0.29

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":4710001169}}}'

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.