Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710003317

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 1 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.025

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710003272

distance 0.025

#2 · Bhandaracell 4710003406

distance 0.046

#3 · Bhandaracell 4710003407

distance 0.06

#4 · Bhandaracell 4710003439

distance 0.062

#5 · Bhandaracell 4710003184

distance 0.063

#6 · Bhandaracell 4710003533

distance 0.066

#7 · Bhandaracell 4710003531

distance 0.073

#8 · Bhandaracell 4710003482

distance 0.073

#9 · Bhandaracell 4710003318

distance 0.074

#10 · Bhandaracell 4710003394

distance 0.079

#11 · Bhandaracell 4710003438

distance 0.082

#12 · Bhandaracell 4710003575

distance 0.086

#13 · Bhandaracell 4710003359

distance 0.09

#14 · Bhandaracell 4710003183

distance 0.091

#15 · Bhandaracell 4710003271

distance 0.092

#16 · Bhandaracell 4710003483

distance 0.092

#17 · Bhandaracell 4710003520

distance 0.095

#18 · Bhandaracell 4710003577

distance 0.099

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":4710003317}}}'

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.