Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850003260

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 6 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.228

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850002419

distance 0.228

#2 · Nandedcell 4850003171

distance 0.233

#3 · Nandedcell 4850003257

distance 0.242

#4 · Laturcell 4810005433

distance 0.251 · cross-district

#5 · Laturcell 4810005786

distance 0.253 · cross-district

#6 · Laturcell 4810005985

distance 0.258 · cross-district

#7 · Laturcell 4810005265

distance 0.26 · cross-district

#8 · Laturcell 4810006027

distance 0.266 · cross-district

#9 · Nandedcell 4850001934

distance 0.267

#10 · Beedcell 4700001959

distance 0.269 · cross-district

#11 · Dharashivcell 4880003888

distance 0.269 · cross-district

#12 · Laturcell 4810005565

distance 0.274 · cross-district

#13 · Parbhanicell 4890000507

distance 0.277 · cross-district

#14 · Nandedcell 4850005407

distance 0.278

#15 · Nandedcell 4850001457

distance 0.279

#16 · Laturcell 4810005919

distance 0.279 · cross-district

#17 · Ahmednagarcell 4660008578

distance 0.279 · cross-district

#18 · Parbhanicell 4890001308

distance 0.281 · 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":4850003260}}}'

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.