Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700007611

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 8 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.064

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700007704

distance 0.064

#2 · Beedcell 4700007894

distance 0.097

#3 · Beedcell 4700007898

distance 0.104

#4 · Beedcell 4700007612

distance 0.142

#5 · Jalnacell 4790000761

distance 0.146 · cross-district

#6 · Jalnacell 4790002292

distance 0.163 · cross-district

#7 · Dharashivcell 4880000252

distance 0.165 · cross-district

#8 · Jalnacell 4790002622

distance 0.166 · cross-district

#9 · Buldhanacell 4720002070

distance 0.168 · cross-district

#10 · Parbhanicell 4890003302

distance 0.168 · cross-district

#11 · Amravaticell 4680003989

distance 0.169 · cross-district

#12 · Buldhanacell 4720001063

distance 0.169 · cross-district

#13 · Buldhanacell 4720002591

distance 0.17 · cross-district

#14 · Beedcell 4700005994

distance 0.17

#15 · Jalgaoncell 4780003054

distance 0.171 · cross-district

#16 · Washimcell 4990002154

distance 0.172 · cross-district

#17 · Beedcell 4700008263

distance 0.172

#18 · Jalnacell 4790000563

distance 0.175 · 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":4700007611}}}'

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.