Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850004414

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.194

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850004071

distance 0.194

#2 · Nandedcell 4850004745

distance 0.242

#3 · Nandedcell 4850005003

distance 0.246

#4 · Chandrapurcell 4730002903

distance 0.256 · cross-district

#5 · Nandedcell 4850004874

distance 0.256

#6 · Nandedcell 4850003931

distance 0.264

#7 · Jalgaoncell 4780005206

distance 0.279 · cross-district

#8 · Beedcell 4700008677

distance 0.285 · cross-district

#9 · Ahmednagarcell 4660004252

distance 0.289 · cross-district

#10 · Nandedcell 4850004680

distance 0.298

#11 · Jalgaoncell 4780007369

distance 0.299 · cross-district

#12 · Sataracell 4940007618

distance 0.31 · cross-district

#13 · Nandedcell 4850004810

distance 0.313

#14 · Jalgaoncell 4780008777

distance 0.317 · cross-district

#15 · Kolhapurcell 4800004636

distance 0.318 · cross-district

#16 · Chandrapurcell 4730002382

distance 0.322 · cross-district

#17 · Chandrapurcell 4730002902

distance 0.327 · cross-district

#18 · Kolhapurcell 4800004635

distance 0.328 · 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":485,"cluster_id":4850004414}}}'

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.