Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850008336

The MH-36 locality cells most similar to this Nanded 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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.231

lower = more alike (weighted)

The twins, closest first

#1 · Yavatmalcell 5000000686

distance 0.231 · cross-district

#2 · Yavatmalcell 5000003995

distance 0.268 · cross-district

#3 · Yavatmalcell 5000000752

distance 0.277 · cross-district

#4 · Nandedcell 4850007049

distance 0.288

#5 · Yavatmalcell 5000005053

distance 0.301 · cross-district

#6 · Chandrapurcell 4730004036

distance 0.301 · cross-district

#7 · Yavatmalcell 5000005533

distance 0.304 · cross-district

#8 · Yavatmalcell 5000005032

distance 0.308 · cross-district

#9 · Yavatmalcell 5000004002

distance 0.311 · cross-district

#10 · Yavatmalcell 5000000935

distance 0.313 · cross-district

#11 · Nandedcell 4850007996

distance 0.316

#12 · Nandedcell 4850008591

distance 0.318

#13 · Laturcell 4810003188

distance 0.318 · cross-district

#14 · Beedcell 4700006244

distance 0.323 · cross-district

#15 · Beedcell 4700006504

distance 0.326 · cross-district

#16 · Beedcell 4700003063

distance 0.328 · cross-district

#17 · Nandedcell 4850007086

distance 0.332

#18 · Nandedcell 4850005536

distance 0.336

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":485,"cluster_id":4850008336}}}'

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.