Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710002140

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

0.118

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710001593

distance 0.118

#2 · Bhandaracell 4710002090

distance 0.154

#3 · Bhandaracell 4710001422

distance 0.184

#4 · Gondiacell 4760002147

distance 0.195 · cross-district

#5 · Bhandaracell 4710001643

distance 0.196

#6 · Gondiacell 4760002699

distance 0.203 · cross-district

#7 · Gondiacell 4760002487

distance 0.205 · cross-district

#8 · Bhandaracell 4710001502

distance 0.205

#9 · Bhandaracell 4710001519

distance 0.205

#10 · Gondiacell 4760001850

distance 0.206 · cross-district

#11 · Bhandaracell 4710001360

distance 0.215

#12 · Bhandaracell 4710001592

distance 0.219

#13 · Gondiacell 4760002567

distance 0.22 · cross-district

#14 · Gondiacell 4760003794

distance 0.224 · cross-district

#15 · Bhandaracell 4710001471

distance 0.234

#16 · Gondiacell 4760002708

distance 0.237 · cross-district

#17 · Gondiacell 4760003015

distance 0.237 · cross-district

#18 · Gondiacell 4760001594

distance 0.24 · 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":4710002140}}}'

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.