Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700001409

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.233

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960000180

distance 0.233 · cross-district

#2 · Nashikcell 4870006505

distance 0.27 · cross-district

#3 · Sanglicell 4930004279

distance 0.279 · cross-district

#4 · Sanglicell 4930000241

distance 0.283 · cross-district

#5 · Buldhanacell 4720002786

distance 0.284 · cross-district

#6 · Sanglicell 4930001184

distance 0.285 · cross-district

#7 · Beedcell 4700000562

distance 0.296

#8 · Nandedcell 4850004862

distance 0.322 · cross-district

#9 · Solapurcell 4960005311

distance 0.326 · cross-district

#10 · Nagpurcell 4840007163

distance 0.329 · cross-district

#11 · Solapurcell 4960000812

distance 0.329 · cross-district

#12 · Dharashivcell 4880002706

distance 0.33 · cross-district

#13 · Jalnacell 4790003694

distance 0.333 · cross-district

#14 · Dhulecell 4740000200

distance 0.334 · cross-district

#15 · Solapurcell 4960004710

distance 0.342 · cross-district

#16 · Punecell 4900005384

distance 0.344 · cross-district

#17 · Solapurcell 4960005004

distance 0.345 · cross-district

#18 · Solapurcell 4960004255

distance 0.349 · 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":4700001409}}}'

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.