Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710002239

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 4 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.246

lower = more alike (weighted)

The twins, closest first

#1 · Gondiacell 4760003055

distance 0.246 · cross-district

#2 · Bhandaracell 4710001443

distance 0.253

#3 · Gondiacell 4760004490

distance 0.272 · cross-district

#4 · Jalgaoncell 4780007205

distance 0.284 · cross-district

#5 · Bhandaracell 4710002435

distance 0.296

#6 · Bhandaracell 4710002289

distance 0.298

#7 · Gondiacell 4760003735

distance 0.299 · cross-district

#8 · Bhandaracell 4710001506

distance 0.3

#9 · Bhandaracell 4710002388

distance 0.308

#10 · Nagpurcell 4840000839

distance 0.312 · cross-district

#11 · Nagpurcell 4840002666

distance 0.313 · cross-district

#12 · Bhandaracell 4710001852

distance 0.314

#13 · Bhandaracell 4710001905

distance 0.315

#14 · Gondiacell 4760003793

distance 0.32 · cross-district

#15 · Nagpurcell 4840001830

distance 0.326 · cross-district

#16 · Jalgaoncell 4780006360

distance 0.327 · cross-district

#17 · Bhandaracell 4710001860

distance 0.331

#18 · Bhandaracell 4710003398

distance 0.335

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":4710002239}}}'

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.