Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001641

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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.155

lower = more alike (weighted)

The twins, closest first

#1 · Gondiacell 4760002784

distance 0.155 · cross-district

#2 · Bhandaracell 4710001813

distance 0.17

#3 · Bhandaracell 4710001719

distance 0.18

#4 · Bhandaracell 4710001520

distance 0.198

#5 · Gondiacell 4760002615

distance 0.198 · cross-district

#6 · Gondiacell 4760002541

distance 0.199 · cross-district

#7 · Bhandaracell 4710001317

distance 0.21

#8 · Bhandaracell 4710001401

distance 0.211

#9 · Bhandaracell 4710001551

distance 0.214

#10 · Bhandaracell 4710001743

distance 0.221

#11 · Bhandaracell 4710001711

distance 0.223

#12 · Bhandaracell 4710001314

distance 0.232

#13 · Bhandaracell 4710001816

distance 0.232

#14 · Bhandaracell 4710000438

distance 0.234

#15 · Bhandaracell 4710002093

distance 0.234

#16 · Nagpurcell 4840001648

distance 0.235 · cross-district

#17 · Bhandaracell 4710001692

distance 0.235

#18 · Nagpurcell 4840001466

distance 0.239 · 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":4710001641}}}'

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.