Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710000883

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

0.108

lower = more alike (weighted)

The twins, closest first

#1 · Gondiacell 4760003362

distance 0.108 · cross-district

#2 · Bhandaracell 4710000832

distance 0.123

#3 · Gondiacell 4760002871

distance 0.126 · cross-district

#4 · Gondiacell 4760003123

distance 0.134 · cross-district

#5 · Bhandaracell 4710001062

distance 0.134

#6 · Bhandaracell 4710001940

distance 0.136

#7 · Bhandaracell 4710001146

distance 0.138

#8 · Bhandaracell 4710002163

distance 0.14

#9 · Bhandaracell 4710001004

distance 0.141

#10 · Gondiacell 4760003839

distance 0.142 · cross-district

#11 · Bhandaracell 4710001919

distance 0.143

#12 · Bhandaracell 4710000881

distance 0.144

#13 · Gondiacell 4760003438

distance 0.145 · cross-district

#14 · Bhandaracell 4710001564

distance 0.147

#15 · Gondiacell 4760001316

distance 0.147 · cross-district

#16 · Gondiacell 4760003201

distance 0.148 · cross-district

#17 · Bhandaracell 4710001507

distance 0.15

#18 · Gondiacell 4760002954

distance 0.153 · 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":4710000883}}}'

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.