Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850003225

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

0.22

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850003042

distance 0.22

#2 · Beedcell 4700001499

distance 0.305 · cross-district

#3 · Laturcell 4810006094

distance 0.308 · cross-district

#4 · Laturcell 4810001937

distance 0.323 · cross-district

#5 · Laturcell 4810005841

distance 0.327 · cross-district

#6 · Nandedcell 4850004501

distance 0.353

#7 · Ahmednagarcell 4660011763

distance 0.356 · cross-district

#8 · Laturcell 4810001653

distance 0.378 · cross-district

#9 · Dharashivcell 4880004569

distance 0.387 · cross-district

#10 · Ahmednagarcell 4660009977

distance 0.39 · cross-district

#11 · Parbhanicell 4890001465

distance 0.391 · cross-district

#12 · Ahmednagarcell 4660010470

distance 0.394 · cross-district

#13 · Gadchirolicell 4750003776

distance 0.395 · cross-district

#14 · Nandedcell 4850004520

distance 0.395

#15 · Nandedcell 4850003043

distance 0.399

#16 · Dharashivcell 4880001201

distance 0.403 · cross-district

#17 · Nandedcell 4850002854

distance 0.403

#18 · Laturcell 4810000434

distance 0.404 · 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":4850003225}}}'

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.