Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710002939

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

0.196

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710002936

distance 0.196

#2 · Bhandaracell 4710002816

distance 0.218

#3 · Nagpurcell 4840004311

distance 0.225 · cross-district

#4 · Bhandaracell 4710002760

distance 0.255

#5 · Bhandaracell 4710002932

distance 0.259

#6 · Bhandaracell 4710002870

distance 0.28

#7 · Bhandaracell 4710003602

distance 0.28

#8 · Bhandaracell 4710003588

distance 0.289

#9 · Bhandaracell 4710002710

distance 0.292

#10 · Bhandaracell 4710003491

distance 0.293

#11 · Bhandaracell 4710003416

distance 0.3

#12 · Bhandaracell 4710002940

distance 0.302

#13 · Bhandaracell 4710002844

distance 0.305

#14 · Bhandaracell 4710001657

distance 0.308

#15 · Nagpurcell 4840005886

distance 0.308 · cross-district

#16 · Bhandaracell 4710002377

distance 0.31

#17 · Bhandaracell 4710002908

distance 0.311

#18 · Bhandaracell 4710001185

distance 0.311

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":4710002939}}}'

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.