Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001091

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.077

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710001026

distance 0.077

#2 · Bhandaracell 4710001562

distance 0.143

#3 · Bhandaracell 4710001084

distance 0.143

#4 · Bhandaracell 4710000568

distance 0.146

#5 · Gondiacell 4760001279

distance 0.15 · cross-district

#6 · Bhandaracell 4710001675

distance 0.155

#7 · Bhandaracell 4710000482

distance 0.16

#8 · Gondiacell 4760000927

distance 0.163 · cross-district

#9 · Bhandaracell 4710001237

distance 0.164

#10 · Gondiacell 4760003947

distance 0.166 · cross-district

#11 · Gondiacell 4760002780

distance 0.17 · cross-district

#12 · Gondiacell 4760004038

distance 0.172 · cross-district

#13 · Bhandaracell 4710000209

distance 0.172

#14 · Bhandaracell 4710001024

distance 0.176

#15 · Bhandaracell 4710001477

distance 0.176

#16 · Bhandaracell 4710001228

distance 0.177

#17 · Gondiacell 4760003354

distance 0.178 · cross-district

#18 · Wardhacell 4980002668

distance 0.179 · 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":4710001091}}}'

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.