Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001681

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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.316

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840003048

distance 0.316 · cross-district

#2 · Chandrapurcell 4730008118

distance 0.34 · cross-district

#3 · Bhandaracell 4710003466

distance 0.35

#4 · Bhandaracell 4710003397

distance 0.354

#5 · Nagpurcell 4840002666

distance 0.358 · cross-district

#6 · Chhatrapati Sambhajinagarcell 4690006896

distance 0.359 · cross-district

#7 · Bhandaracell 4710002290

distance 0.36

#8 · Yavatmalcell 5000005441

distance 0.369 · cross-district

#9 · Nagpurcell 4840002952

distance 0.372 · cross-district

#10 · Chandrapurcell 4730007692

distance 0.376 · cross-district

#11 · Beedcell 4700009017

distance 0.377 · cross-district

#12 · Bhandaracell 4710002521

distance 0.388

#13 · Gondiacell 4760003629

distance 0.394 · cross-district

#14 · Gondiacell 4760002150

distance 0.394 · cross-district

#15 · Bhandaracell 4710001633

distance 0.4

#16 · Nagpurcell 4840002855

distance 0.403 · cross-district

#17 · Chhatrapati Sambhajinagarcell 4690005963

distance 0.405 · cross-district

#18 · Chandrapurcell 4730002510

distance 0.406 · 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":4710001681}}}'

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.