Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850004868

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.395

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850004864

distance 0.395

#2 · Ahmednagarcell 4660011901

distance 0.414 · cross-district

#3 · Nandedcell 4850004666

distance 0.447

#4 · Nandedcell 4850004802

distance 0.482

#5 · Ahmednagarcell 4660012032

distance 0.509 · cross-district

#6 · Nandedcell 4850003059

distance 0.512

#7 · Kolhapurcell 4800004332

distance 0.517 · cross-district

#8 · Kolhapurcell 4800003868

distance 0.522 · cross-district

#9 · Jalnacell 4790004045

distance 0.524 · cross-district

#10 · Solapurcell 4960005213

distance 0.526 · cross-district

#11 · Nandedcell 4850005264

distance 0.529

#12 · Beedcell 4700007728

distance 0.529 · cross-district

#13 · Nandedcell 4850001977

distance 0.534

#14 · Solapurcell 4960004758

distance 0.535 · cross-district

#15 · Nagpurcell 4840005084

distance 0.539 · cross-district

#16 · Solapurcell 4960005364

distance 0.548 · cross-district

#17 · Nandedcell 4850002789

distance 0.556

#18 · Ahmednagarcell 4660012912

distance 0.557 · 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":4850004868}}}'

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.