Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700009015

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 12 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.169

lower = more alike (weighted)

The twins, closest first

#1 · Jalnacell 4790000640

distance 0.169 · cross-district

#2 · Jalgaoncell 4780007095

distance 0.215 · cross-district

#3 · Hingolicell 4770000153

distance 0.223 · cross-district

#4 · Sataracell 4940003827

distance 0.226 · cross-district

#5 · Nandedcell 4850002596

distance 0.248 · cross-district

#6 · Beedcell 4700009012

distance 0.249

#7 · Jalnacell 4790001201

distance 0.251 · cross-district

#8 · Amravaticell 4680004302

distance 0.257 · cross-district

#9 · Akolacell 4670000310

distance 0.265 · cross-district

#10 · Amravaticell 4680004596

distance 0.266 · cross-district

#11 · Chandrapurcell 4730000959

distance 0.268 · cross-district

#12 · Jalnacell 4790001286

distance 0.268 · cross-district

#13 · Ahmednagarcell 4660001426

distance 0.274 · cross-district

#14 · Chandrapurcell 4730002210

distance 0.274 · cross-district

#15 · Ahmednagarcell 4660008916

distance 0.276 · cross-district

#16 · Yavatmalcell 5000002743

distance 0.277 · cross-district

#17 · Hingolicell 4770003512

distance 0.278 · cross-district

#18 · Nagpurcell 4840006097

distance 0.279 · 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":4700009015}}}'

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.