Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710003612

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

0.273

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710002854

distance 0.273

#2 · Bhandaracell 4710002071

distance 0.279

#3 · Nagpurcell 4840003800

distance 0.285 · cross-district

#4 · Nagpurcell 4840006013

distance 0.319 · cross-district

#5 · Bhandaracell 4710002894

distance 0.335

#6 · Bhandaracell 4710001912

distance 0.343

#7 · Gondiacell 4760004057

distance 0.348 · cross-district

#8 · Bhandaracell 4710001767

distance 0.354

#9 · Bhandaracell 4710001810

distance 0.355

#10 · Bhandaracell 4710002618

distance 0.373

#11 · Bhandaracell 4710002125

distance 0.385

#12 · Nagpurcell 4840001916

distance 0.387 · cross-district

#13 · Gondiacell 4760002924

distance 0.389 · cross-district

#14 · Nagpurcell 4840004975

distance 0.39 · cross-district

#15 · Bhandaracell 4710003489

distance 0.394

#16 · Gondiacell 4760003304

distance 0.395 · cross-district

#17 · Gondiacell 4760003756

distance 0.395 · cross-district

#18 · Nagpurcell 4840005891

distance 0.4 · 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":4710003612}}}'

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.