Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001977

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

0.076

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710002298

distance 0.076

#2 · Gondiacell 4760002146

distance 0.113 · cross-district

#3 · Bhandaracell 4710002195

distance 0.126

#4 · Bhandaracell 4710002197

distance 0.133

#5 · Bhandaracell 4710001269

distance 0.135

#6 · Bhandaracell 4710002346

distance 0.139

#7 · Bhandaracell 4710002088

distance 0.139

#8 · Bhandaracell 4710002360

distance 0.143

#9 · Gondiacell 4760002785

distance 0.15 · cross-district

#10 · Bhandaracell 4710002345

distance 0.151

#11 · Bhandaracell 4710002376

distance 0.151

#12 · Bhandaracell 4710001868

distance 0.158

#13 · Bhandaracell 4710002487

distance 0.16

#14 · Bhandaracell 4710001540

distance 0.16

#15 · Gondiacell 4760003043

distance 0.16 · cross-district

#16 · Bhandaracell 4710001541

distance 0.163

#17 · Gondiacell 4760002060

distance 0.165 · cross-district

#18 · Bhandaracell 4710002349

distance 0.167

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":4710001977}}}'

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.