Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001500

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.389

lower = more alike (weighted)

The twins, closest first

#1 · Gondiacell 4760004046

distance 0.389 · cross-district

#2 · Bhandaracell 4710002389

distance 0.405

#3 · Nagpurcell 4840003240

distance 0.407 · cross-district

#4 · Nagpurcell 4840001099

distance 0.413 · cross-district

#5 · Bhandaracell 4710002484

distance 0.413

#6 · Gondiacell 4760003287

distance 0.418 · cross-district

#7 · Bhandaracell 4710001682

distance 0.441

#8 · Nagpurcell 4840002301

distance 0.445 · cross-district

#9 · Jalnacell 4790006244

distance 0.449 · cross-district

#10 · Nagpurcell 4840001740

distance 0.451 · cross-district

#11 · Nagpurcell 4840003051

distance 0.458 · cross-district

#12 · Bhandaracell 4710001300

distance 0.46

#13 · Solapurcell 4960001583

distance 0.461 · cross-district

#14 · Dharashivcell 4880004066

distance 0.464 · cross-district

#15 · Bhandaracell 4710001442

distance 0.464

#16 · Bhandaracell 4710002022

distance 0.464

#17 · Nagpurcell 4840002022

distance 0.473 · cross-district

#18 · Chandrapurcell 4730003759

distance 0.476 · 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":4710001500}}}'

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.