Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710002613

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.281

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710002588

distance 0.281

#2 · Bhandaracell 4710002485

distance 0.327

#3 · Bhandaracell 4710002522

distance 0.332

#4 · Gondiacell 4760002046

distance 0.337 · cross-district

#5 · Gondiacell 4760002095

distance 0.345 · cross-district

#6 · Bhandaracell 4710001300

distance 0.348

#7 · Bhandaracell 4710003334

distance 0.349

#8 · Bhandaracell 4710002136

distance 0.35

#9 · Bhandaracell 4710001742

distance 0.353

#10 · Bhandaracell 4710001253

distance 0.355

#11 · Jalgaoncell 4780006511

distance 0.362 · cross-district

#12 · Buldhanacell 4720005465

distance 0.363 · cross-district

#13 · Bhandaracell 4710001211

distance 0.365

#14 · Gondiacell 4760002180

distance 0.367 · cross-district

#15 · Bhandaracell 4710003410

distance 0.368

#16 · Nagpurcell 4840001210

distance 0.37 · cross-district

#17 · Bhandaracell 4710002523

distance 0.37

#18 · Gondiacell 4760002090

distance 0.371 · 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":4710002613}}}'

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.