Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710003412

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

0.252

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710002279

distance 0.252

#2 · Bhandaracell 4710003366

distance 0.308

#3 · Nagpurcell 4840002665

distance 0.311 · cross-district

#4 · Bhandaracell 4710003175

distance 0.322

#5 · Bhandaracell 4710003219

distance 0.326

#6 · Bhandaracell 4710001595

distance 0.329

#7 · Sataracell 4940005668

distance 0.344 · cross-district

#8 · Bhandaracell 4710003617

distance 0.344

#9 · Sataracell 4940005186

distance 0.344 · cross-district

#10 · Amravaticell 4680009403

distance 0.352 · cross-district

#11 · Sataracell 4940005789

distance 0.352 · cross-district

#12 · Sataracell 4940005570

distance 0.354 · cross-district

#13 · Bhandaracell 4710003172

distance 0.355

#14 · Bhandaracell 4710003218

distance 0.359

#15 · Nagpurcell 4840007350

distance 0.361 · cross-district

#16 · Bhandaracell 4710003178

distance 0.364

#17 · Nagpurcell 4840007047

distance 0.366 · cross-district

#18 · Bhandaracell 4710003560

distance 0.372

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":4710003412}}}'

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.