Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850006488

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

0.301

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850004074

distance 0.301

#2 · Nandedcell 4850006397

distance 0.308

#3 · Sataracell 4940001757

distance 0.315 · cross-district

#4 · Nandedcell 4850006949

distance 0.315

#5 · Nandedcell 4850006415

distance 0.325

#6 · Sataracell 4940001948

distance 0.327 · cross-district

#7 · Nandedcell 4850005757

distance 0.333

#8 · Yavatmalcell 5000000261

distance 0.334 · cross-district

#9 · Sataracell 4940003282

distance 0.337 · cross-district

#10 · Sataracell 4940002726

distance 0.341 · cross-district

#11 · Kolhapurcell 4800003717

distance 0.341 · cross-district

#12 · Sataracell 4940003401

distance 0.342 · cross-district

#13 · Nandedcell 4850007010

distance 0.343

#14 · Sataracell 4940003509

distance 0.344 · cross-district

#15 · Gadchirolicell 4750000339

distance 0.344 · cross-district

#16 · Beedcell 4700005967

distance 0.347 · cross-district

#17 · Punecell 4900000512

distance 0.348 · cross-district

#18 · Sataracell 4940002489

distance 0.349 · 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":4850006488}}}'

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.