Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001410

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.023

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710001361

distance 0.023

#2 · Bhandaracell 4710001455

distance 0.056

#3 · Bhandaracell 4710001698

distance 0.066

#4 · Bhandaracell 4710001590

distance 0.074

#5 · Bhandaracell 4710001699

distance 0.079

#6 · Bhandaracell 4710001759

distance 0.094

#7 · Bhandaracell 4710001270

distance 0.096

#8 · Bhandaracell 4710001924

distance 0.099

#9 · Bhandaracell 4710002143

distance 0.101

#10 · Gondiacell 4760002389

distance 0.104 · cross-district

#11 · Bhandaracell 4710001978

distance 0.104

#12 · Gondiacell 4760002390

distance 0.109 · cross-district

#13 · Gondiacell 4760002461

distance 0.109 · cross-district

#14 · Bhandaracell 4710000950

distance 0.109

#15 · Gondiacell 4760002626

distance 0.112 · cross-district

#16 · Gondiacell 4760002625

distance 0.112 · cross-district

#17 · Gondiacell 4760002544

distance 0.113 · cross-district

#18 · Bhandaracell 4710002362

distance 0.113

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":4710001410}}}'

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.