Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850003071

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

0.248

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810005560

distance 0.248 · cross-district

#2 · Laturcell 4810005559

distance 0.279 · cross-district

#3 · Nandedcell 4850002606

distance 0.284

#4 · Sanglicell 4930002953

distance 0.285 · cross-district

#5 · Parbhanicell 4890001191

distance 0.297 · cross-district

#6 · Nandedcell 4850002351

distance 0.309

#7 · Nandedcell 4850004519

distance 0.309

#8 · Ahmednagarcell 4660010471

distance 0.314 · cross-district

#9 · Solapurcell 4960000361

distance 0.316 · cross-district

#10 · Parbhanicell 4890001255

distance 0.318 · cross-district

#11 · Parbhanicell 4890000289

distance 0.322 · cross-district

#12 · Laturcell 4810005800

distance 0.328 · cross-district

#13 · Parbhanicell 4890000157

distance 0.33 · cross-district

#14 · Laturcell 4810005547

distance 0.33 · cross-district

#15 · Parbhanicell 4890000160

distance 0.332 · cross-district

#16 · Parbhanicell 4890001247

distance 0.336 · cross-district

#17 · Dharashivcell 4880004320

distance 0.338 · cross-district

#18 · Nandedcell 4850002974

distance 0.339

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":4850003071}}}'

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.