Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700008665

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 11 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.199

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700008809

distance 0.199

#2 · Jalnacell 4790003524

distance 0.218 · cross-district

#3 · Nandedcell 4850004665

distance 0.228 · cross-district

#4 · Amravaticell 4680003885

distance 0.239 · cross-district

#5 · Laturcell 4810004395

distance 0.245 · cross-district

#6 · Ahmednagarcell 4660008370

distance 0.247 · cross-district

#7 · Beedcell 4700002228

distance 0.254

#8 · Beedcell 4700008677

distance 0.258

#9 · Beedcell 4700006822

distance 0.263

#10 · Nagpurcell 4840006876

distance 0.268 · cross-district

#11 · Jalgaoncell 4780006687

distance 0.27 · cross-district

#12 · Jalgaoncell 4780005500

distance 0.274 · cross-district

#13 · Jalnacell 4790001566

distance 0.277 · cross-district

#14 · Dharashivcell 4880002622

distance 0.28 · cross-district

#15 · Punecell 4900005384

distance 0.282 · cross-district

#16 · Laturcell 4810002810

distance 0.283 · cross-district

#17 · Jalgaoncell 4780005206

distance 0.286 · cross-district

#18 · Buldhanacell 4720001661

distance 0.289 · 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":4700008665}}}'

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.