Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850004865

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 14 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.456

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800004333

distance 0.456 · cross-district

#2 · Punecell 4900005926

distance 0.559 · cross-district

#3 · Beedcell 4700001054

distance 0.579 · cross-district

#4 · Nandedcell 4850002803

distance 0.634

#5 · Nagpurcell 4840003571

distance 0.66 · cross-district

#6 · Jalgaoncell 4780005336

distance 0.67 · cross-district

#7 · Dharashivcell 4880003081

distance 0.7 · cross-district

#8 · Raigadcell 4910005574

distance 0.725 · cross-district

#9 · Kolhapurcell 4800004417

distance 0.728 · cross-district

#10 · Ratnagiricell 4920004777

distance 0.74 · cross-district

#11 · Beedcell 4700007546

distance 0.751 · cross-district

#12 · Chandrapurcell 4730005688

distance 0.757 · cross-district

#13 · Mumbai Suburbancell 4830000012

distance 0.764 · cross-district

#14 · Ahmednagarcell 4660011988

distance 0.765 · cross-district

#15 · Jalnacell 4790003958

distance 0.767 · cross-district

#16 · Dharashivcell 4880004970

distance 0.769 · cross-district

#17 · Dharashivcell 4880002950

distance 0.771 · cross-district

#18 · Solapurcell 4960005302

distance 0.772 · 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":4850004865}}}'

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.