Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700006955

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

0.19

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700005444

distance 0.19

#2 · Beedcell 4700005142

distance 0.19

#3 · Jalnacell 4790002300

distance 0.192 · cross-district

#4 · Laturcell 4810000381

distance 0.197 · cross-district

#5 · Dharashivcell 4880005653

distance 0.21 · cross-district

#6 · Beedcell 4700007526

distance 0.213

#7 · Jalnacell 4790001796

distance 0.223 · cross-district

#8 · Jalnacell 4790002133

distance 0.226 · cross-district

#9 · Jalnacell 4790002629

distance 0.231 · cross-district

#10 · Laturcell 4810000512

distance 0.232 · cross-district

#11 · Ahmednagarcell 4660012813

distance 0.242 · cross-district

#12 · Laturcell 4810005015

distance 0.247 · cross-district

#13 · Laturcell 4810005755

distance 0.249 · cross-district

#14 · Jalnacell 4790003489

distance 0.25 · cross-district

#15 · Beedcell 4700008247

distance 0.251

#16 · Parbhanicell 4890001116

distance 0.251 · cross-district

#17 · Jalnacell 4790003307

distance 0.251 · cross-district

#18 · Nandedcell 4850002452

distance 0.257 · 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":4700006955}}}'

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.