Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850003504

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.167

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850003254

distance 0.167

#2 · Nandedcell 4850003250

distance 0.224

#3 · Parbhanicell 4890000306

distance 0.241 · cross-district

#4 · Laturcell 4810006029

distance 0.259 · cross-district

#5 · Parbhanicell 4890000055

distance 0.26 · cross-district

#6 · Nandedcell 4850002162

distance 0.262

#7 · Parbhanicell 4890000265

distance 0.262 · cross-district

#8 · Parbhanicell 4890000614

distance 0.263 · cross-district

#9 · Laturcell 4810006017

distance 0.28 · cross-district

#10 · Laturcell 4810005472

distance 0.28 · cross-district

#11 · Nandedcell 4850001912

distance 0.282

#12 · Parbhanicell 4890000408

distance 0.284 · cross-district

#13 · Nandedcell 4850003969

distance 0.284

#14 · Chhatrapati Sambhajinagarcell 4690000013

distance 0.285 · cross-district

#15 · Laturcell 4810006145

distance 0.287 · cross-district

#16 · Nandedcell 4850003277

distance 0.288

#17 · Nandedcell 4850003266

distance 0.291

#18 · Parbhanicell 4890001071

distance 0.292 · 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":4850003504}}}'

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.