Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001605

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 11 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.431

lower = more alike (weighted)

The twins, closest first

#1 · Akolacell 4670004332

distance 0.431 · cross-district

#2 · Gondiacell 4760003398

distance 0.443 · cross-district

#3 · Buldhanacell 4720005426

distance 0.445 · cross-district

#4 · Bhandaracell 4710001727

distance 0.452

#5 · Solapurcell 4960003071

distance 0.458 · cross-district

#6 · Washimcell 4990002262

distance 0.471 · cross-district

#7 · Nagpurcell 4840004390

distance 0.471 · cross-district

#8 · Bhandaracell 4710000445

distance 0.474

#9 · Wardhacell 4980004959

distance 0.491 · cross-district

#10 · Gondiacell 4760003228

distance 0.499 · cross-district

#11 · Gondiacell 4760003810

distance 0.507 · cross-district

#12 · Nagpurcell 4840005464

distance 0.507 · cross-district

#13 · Yavatmalcell 5000010241

distance 0.508 · cross-district

#14 · Wardhacell 4980001755

distance 0.51 · cross-district

#15 · Buldhanacell 4720005427

distance 0.514 · cross-district

#16 · Buldhanacell 4720004460

distance 0.515 · cross-district

#17 · Jalgaoncell 4780006239

distance 0.515 · cross-district

#18 · Jalnacell 4790005926

distance 0.52 · 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":4710001605}}}'

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.