Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850004269

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

0.259

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700000802

distance 0.259 · cross-district

#2 · Laturcell 4810004723

distance 0.279 · cross-district

#3 · Laturcell 4810001491

distance 0.288 · cross-district

#4 · Laturcell 4810005182

distance 0.293 · cross-district

#5 · Nandedcell 4850004124

distance 0.296

#6 · Sanglicell 4930003428

distance 0.299 · cross-district

#7 · Gadchirolicell 4750003589

distance 0.308 · cross-district

#8 · Beedcell 4700002363

distance 0.31 · cross-district

#9 · Laturcell 4810004808

distance 0.31 · cross-district

#10 · Nandedcell 4850005025

distance 0.31

#11 · Sanglicell 4930000202

distance 0.311 · cross-district

#12 · Jalnacell 4790002133

distance 0.313 · cross-district

#13 · Nandedcell 4850006006

distance 0.314

#14 · Laturcell 4810005015

distance 0.314 · cross-district

#15 · Jalnacell 4790001796

distance 0.316 · cross-district

#16 · Beedcell 4700005444

distance 0.318 · cross-district

#17 · Nandedcell 4850003930

distance 0.321

#18 · Dharashivcell 4880003766

distance 0.323 · 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":4850004269}}}'

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.