Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710002365

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

0.164

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710002035

distance 0.164

#2 · Bhandaracell 4710001430

distance 0.178

#3 · Bhandaracell 4710002251

distance 0.179

#4 · Gondiacell 4760003577

distance 0.179 · cross-district

#5 · Bhandaracell 4710001318

distance 0.186

#6 · Gondiacell 4760002702

distance 0.188 · cross-district

#7 · Gondiacell 4760002969

distance 0.188 · cross-district

#8 · Gondiacell 4760003851

distance 0.19 · cross-district

#9 · Gondiacell 4760003516

distance 0.192 · cross-district

#10 · Bhandaracell 4710002401

distance 0.197

#11 · Gondiacell 4760003690

distance 0.198 · cross-district

#12 · Bhandaracell 4710001319

distance 0.198

#13 · Gondiacell 4760004401

distance 0.201 · cross-district

#14 · Gondiacell 4760003446

distance 0.21 · cross-district

#15 · Bhandaracell 4710003515

distance 0.211

#16 · Bhandaracell 4710001312

distance 0.212

#17 · Gondiacell 4760003442

distance 0.213 · cross-district

#18 · Bhandaracell 4710002032

distance 0.214

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":4710002365}}}'

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.