Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850004463

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 9 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.22

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850004928

distance 0.22

#2 · Washimcell 4990001305

distance 0.256 · cross-district

#3 · Laturcell 4810000471

distance 0.258 · cross-district

#4 · Nandedcell 4850005768

distance 0.262

#5 · Parbhanicell 4890000892

distance 0.262 · cross-district

#6 · Laturcell 4810001660

distance 0.269 · cross-district

#7 · Laturcell 4810003105

distance 0.273 · cross-district

#8 · Beedcell 4700007496

distance 0.273 · cross-district

#9 · Nandedcell 4850004531

distance 0.275

#10 · Nandedcell 4850005936

distance 0.275

#11 · Jalnacell 4790002877

distance 0.277 · cross-district

#12 · Kolhapurcell 4800003944

distance 0.279 · cross-district

#13 · Sanglicell 4930005496

distance 0.28 · cross-district

#14 · Jalnacell 4790004130

distance 0.28 · cross-district

#15 · Kolhapurcell 4800004103

distance 0.281 · cross-district

#16 · Laturcell 4810003066

distance 0.282 · cross-district

#17 · Jalgaoncell 4780003492

distance 0.283 · cross-district

#18 · Laturcell 4810002664

distance 0.284 · 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":4850004463}}}'

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.