Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710000340

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

0.085

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710000342

distance 0.085

#2 · Bhandaracell 4710000561

distance 0.102

#3 · Bhandaracell 4710000558

distance 0.11

#4 · Bhandaracell 4710000605

distance 0.132

#5 · Bhandaracell 4710000251

distance 0.139

#6 · Bhandaracell 4710000297

distance 0.144

#7 · Chandrapurcell 4730005428

distance 0.145 · cross-district

#8 · Bhandaracell 4710000604

distance 0.148

#9 · Bhandaracell 4710000698

distance 0.151

#10 · Gondiacell 4760000132

distance 0.152 · cross-district

#11 · Bhandaracell 4710000516

distance 0.154

#12 · Bhandaracell 4710000520

distance 0.157

#13 · Bhandaracell 4710000743

distance 0.158

#14 · Chandrapurcell 4730005429

distance 0.159 · cross-district

#15 · Bhandaracell 4710000781

distance 0.161

#16 · Bhandaracell 4710000780

distance 0.164

#17 · Bhandaracell 4710000472

distance 0.166

#18 · Chandrapurcell 4730004653

distance 0.167 · 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":4710000340}}}'

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.