Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710003456

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 10 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.354

lower = more alike (weighted)

The twins, closest first

#1 · Ratnagiricell 4920005435

distance 0.354 · cross-district

#2 · Sataracell 4940006235

distance 0.408 · cross-district

#3 · Sataracell 4940006671

distance 0.412 · cross-district

#4 · Bhandaracell 4710003538

distance 0.435

#5 · Sataracell 4940001271

distance 0.445 · cross-district

#6 · Punecell 4900002841

distance 0.459 · cross-district

#7 · Nagpurcell 4840001216

distance 0.461 · cross-district

#8 · Nashikcell 4870006380

distance 0.478 · cross-district

#9 · Buldhanacell 4720004597

distance 0.491 · cross-district

#10 · Nashikcell 4870008141

distance 0.496 · cross-district

#11 · Sataracell 4940005564

distance 0.498 · cross-district

#12 · Bhandaracell 4710002348

distance 0.5

#13 · Nagpurcell 4840008494

distance 0.502 · cross-district

#14 · Akolacell 4670004653

distance 0.503 · cross-district

#15 · Thanecell 4970002978

distance 0.503 · cross-district

#16 · Chandrapurcell 4730000938

distance 0.504 · cross-district

#17 · Sataracell 4940004942

distance 0.504 · cross-district

#18 · Sataracell 4940006458

distance 0.507 · 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":4710003456}}}'

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.