Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850003011

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 11 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.193

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700005547

distance 0.193 · cross-district

#2 · Nandedcell 4850004343

distance 0.201

#3 · Nandedcell 4850003925

distance 0.205

#4 · Dhulecell 4740004325

distance 0.228 · cross-district

#5 · Nandedcell 4850003125

distance 0.229

#6 · Jalnacell 4790000131

distance 0.231 · cross-district

#7 · Dhulecell 4740004676

distance 0.231 · cross-district

#8 · Dharashivcell 4880000792

distance 0.231 · cross-district

#9 · Nandedcell 4850002919

distance 0.231

#10 · Hingolicell 4770000410

distance 0.231 · cross-district

#11 · Jalgaoncell 4780001169

distance 0.232 · cross-district

#12 · Chhatrapati Sambhajinagarcell 4690002130

distance 0.233 · cross-district

#13 · Punecell 4900002792

distance 0.234 · cross-district

#14 · Akolacell 4670002423

distance 0.234 · cross-district

#15 · Ahmednagarcell 4660014373

distance 0.235 · cross-district

#16 · Akolacell 4670002387

distance 0.235 · cross-district

#17 · Akolacell 4670002469

distance 0.239 · cross-district

#18 · Dhulecell 4740004439

distance 0.24 · 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":4850003011}}}'

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.