Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001195

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.2

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710001439

distance 0.2

#2 · Bhandaracell 4710000820

distance 0.288

#3 · Bhandaracell 4710001240

distance 0.29

#4 · Bhandaracell 4710000247

distance 0.308

#5 · Bhandaracell 4710001295

distance 0.313

#6 · Bhandaracell 4710001199

distance 0.315

#7 · Bhandaracell 4710000962

distance 0.322

#8 · Gondiacell 4760001635

distance 0.327 · cross-district

#9 · Bhandaracell 4710001379

distance 0.332

#10 · Bhandaracell 4710001789

distance 0.332

#11 · Bhandaracell 4710001198

distance 0.333

#12 · Bhandaracell 4710000731

distance 0.348

#13 · Bhandaracell 4710001669

distance 0.349

#14 · Parbhanicell 4890002048

distance 0.35 · cross-district

#15 · Bhandaracell 4710001065

distance 0.355

#16 · Hingolicell 4770003990

distance 0.362 · cross-district

#17 · Bhandaracell 4710001239

distance 0.363

#18 · Hingolicell 4770004028

distance 0.367 · 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":4710001195}}}'

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.