Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710002185

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 6 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.358

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840006719

distance 0.358 · cross-district

#2 · Wardhacell 4980002640

distance 0.376 · cross-district

#3 · Nagpurcell 4840004601

distance 0.384 · cross-district

#4 · Nagpurcell 4840003198

distance 0.398 · cross-district

#5 · Nagpurcell 4840003958

distance 0.426 · cross-district

#6 · Nagpurcell 4840003296

distance 0.432 · cross-district

#7 · Nagpurcell 4840003680

distance 0.438 · cross-district

#8 · Jalgaoncell 4780005888

distance 0.442 · cross-district

#9 · Nagpurcell 4840004381

distance 0.442 · cross-district

#10 · Nagpurcell 4840004386

distance 0.446 · cross-district

#11 · Chandrapurcell 4730002449

distance 0.448 · cross-district

#12 · Bhandaracell 4710002188

distance 0.449

#13 · Nagpurcell 4840003961

distance 0.451 · cross-district

#14 · Wardhacell 4980002639

distance 0.455 · cross-district

#15 · Wardhacell 4980002772

distance 0.455 · cross-district

#16 · Parbhanicell 4890002207

distance 0.455 · cross-district

#17 · Nagpurcell 4840003281

distance 0.456 · cross-district

#18 · Nagpurcell 4840001077

distance 0.457 · 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":4710002185}}}'

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.