Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850002709

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 8 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.238

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700004117

distance 0.238 · cross-district

#2 · Ahmednagarcell 4660011118

distance 0.281 · cross-district

#3 · Sanglicell 4930001329

distance 0.285 · cross-district

#4 · Nandedcell 4850001274

distance 0.308

#5 · Dharashivcell 4880003094

distance 0.312 · cross-district

#6 · Nandedcell 4850003083

distance 0.315

#7 · Laturcell 4810004535

distance 0.319 · cross-district

#8 · Nandedcell 4850004732

distance 0.321

#9 · Nandedcell 4850002534

distance 0.322

#10 · Solapurcell 4960000421

distance 0.323 · cross-district

#11 · Sanglicell 4930001902

distance 0.323 · cross-district

#12 · Dharashivcell 4880003561

distance 0.325 · cross-district

#13 · Nandedcell 4850001408

distance 0.327

#14 · Solapurcell 4960000904

distance 0.328 · cross-district

#15 · Dharashivcell 4880003499

distance 0.335 · cross-district

#16 · Sanglicell 4930002953

distance 0.336 · cross-district

#17 · Parbhanicell 4890001191

distance 0.337 · cross-district

#18 · Laturcell 4810006143

distance 0.339 · 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":4850002709}}}'

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.