Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710002090

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 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.154

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710002140

distance 0.154

#2 · Bhandaracell 4710001593

distance 0.178

#3 · Bhandaracell 4710001643

distance 0.192

#4 · Bhandaracell 4710001470

distance 0.197

#5 · Bhandaracell 4710001422

distance 0.21

#6 · Gondiacell 4760002536

distance 0.213 · cross-district

#7 · Bhandaracell 4710001373

distance 0.227

#8 · Gondiacell 4760002618

distance 0.233 · cross-district

#9 · Bhandaracell 4710001645

distance 0.236

#10 · Bhandaracell 4710001502

distance 0.253

#11 · Gondiacell 4760002699

distance 0.264 · cross-district

#12 · Bhandaracell 4710001519

distance 0.267

#13 · Gondiacell 4760002487

distance 0.27 · cross-district

#14 · Bhandaracell 4710003494

distance 0.271

#15 · Gondiacell 4760002147

distance 0.272 · cross-district

#16 · Bhandaracell 4710002146

distance 0.273

#17 · Bhandaracell 4710001460

distance 0.275

#18 · Gondiacell 4760002708

distance 0.276 · 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":4710002090}}}'

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.