Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850007106

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.261

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850004665

distance 0.261

#2 · Nandedcell 4850007895

distance 0.268

#3 · Nandedcell 4850005003

distance 0.276

#4 · Beedcell 4700006107

distance 0.285 · cross-district

#5 · Beedcell 4700008677

distance 0.287 · cross-district

#6 · Beedcell 4700008665

distance 0.292 · cross-district

#7 · Sataracell 4940001484

distance 0.293 · cross-district

#8 · Beedcell 4700005246

distance 0.297 · cross-district

#9 · Nandedcell 4850002411

distance 0.299

#10 · Buldhanacell 4720001661

distance 0.3 · cross-district

#11 · Nandedcell 4850005002

distance 0.3

#12 · Laturcell 4810005190

distance 0.302 · cross-district

#13 · Beedcell 4700008809

distance 0.307 · cross-district

#14 · Laturcell 4810004395

distance 0.311 · cross-district

#15 · Nandedcell 4850004797

distance 0.311

#16 · Amravaticell 4680003885

distance 0.313 · cross-district

#17 · Dharashivcell 4880004657

distance 0.313 · cross-district

#18 · Laturcell 4810004317

distance 0.316 · 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":4850007106}}}'

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.