Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850000247

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 3 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.171

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810003641

distance 0.171 · cross-district

#2 · Laturcell 4810004336

distance 0.185 · cross-district

#3 · Laturcell 4810005196

distance 0.189 · cross-district

#4 · Laturcell 4810003835

distance 0.191 · cross-district

#5 · Laturcell 4810003023

distance 0.192 · cross-district

#6 · Laturcell 4810003529

distance 0.201 · cross-district

#7 · Laturcell 4810004734

distance 0.209 · cross-district

#8 · Laturcell 4810001675

distance 0.21 · cross-district

#9 · Laturcell 4810004646

distance 0.213 · cross-district

#10 · Laturcell 4810002535

distance 0.213 · cross-district

#11 · Laturcell 4810001669

distance 0.214 · cross-district

#12 · Laturcell 4810003930

distance 0.217 · cross-district

#13 · Nandedcell 4850000583

distance 0.217

#14 · Beedcell 4700000386

distance 0.217 · cross-district

#15 · Laturcell 4810005023

distance 0.218 · cross-district

#16 · Laturcell 4810002450

distance 0.219 · cross-district

#17 · Laturcell 4810001723

distance 0.222 · cross-district

#18 · Laturcell 4810002582

distance 0.223 · 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":4850000247}}}'

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.