Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850001907

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

0.202

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810005627

distance 0.202 · cross-district

#2 · Nandedcell 4850002003

distance 0.212

#3 · Nandedcell 4850004243

distance 0.245

#4 · Dharashivcell 4880005364

distance 0.247 · cross-district

#5 · Dharashivcell 4880005079

distance 0.266 · cross-district

#6 · Parbhanicell 4890000604

distance 0.268 · cross-district

#7 · Laturcell 4810002830

distance 0.268 · cross-district

#8 · Laturcell 4810004430

distance 0.268 · cross-district

#9 · Dharashivcell 4880004699

distance 0.27 · cross-district

#10 · Laturcell 4810002648

distance 0.273 · cross-district

#11 · Dharashivcell 4880005624

distance 0.274 · cross-district

#12 · Sanglicell 4930003991

distance 0.277 · cross-district

#13 · Laturcell 4810005838

distance 0.277 · cross-district

#14 · Laturcell 4810005597

distance 0.278 · cross-district

#15 · Laturcell 4810004741

distance 0.28 · cross-district

#16 · Beedcell 4700008729

distance 0.281 · cross-district

#17 · Laturcell 4810006024

distance 0.281 · cross-district

#18 · Dharashivcell 4880004774

distance 0.284 · 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":4850001907}}}'

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.