Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700008677

The MH-36 locality cells most similar to this Beed 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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.21

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850005003

distance 0.21 · cross-district

#2 · Nandedcell 4850004874

distance 0.228 · cross-district

#3 · Laturcell 4810004395

distance 0.233 · cross-district

#4 · Nandedcell 4850005002

distance 0.243 · cross-district

#5 · Nandedcell 4850003931

distance 0.246 · cross-district

#6 · Washimcell 4990002917

distance 0.249 · cross-district

#7 · Beedcell 4700008724

distance 0.249

#8 · Beedcell 4700008665

distance 0.258

#9 · Nandedcell 4850004797

distance 0.26 · cross-district

#10 · Dharashivcell 4880000262

distance 0.263 · cross-district

#11 · Beedcell 4700008809

distance 0.264

#12 · Nandedcell 4850004071

distance 0.267 · cross-district

#13 · Beedcell 4700005515

distance 0.268

#14 · Amravaticell 4680003885

distance 0.269 · cross-district

#15 · Laturcell 4810001568

distance 0.273 · cross-district

#16 · Beedcell 4700008969

distance 0.278

#17 · Nandedcell 4850004590

distance 0.281 · cross-district

#18 · Jalnacell 4790000325

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":470,"cluster_id":4700008677}}}'

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.