Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700005900

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 10 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.262

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840007065

distance 0.262 · cross-district

#2 · Jalnacell 4790004137

distance 0.276 · cross-district

#3 · Sanglicell 4930004314

distance 0.291 · cross-district

#4 · Kolhapurcell 4800004862

distance 0.295 · cross-district

#5 · Jalnacell 4790002632

distance 0.303 · cross-district

#6 · Solapurcell 4960000997

distance 0.307 · cross-district

#7 · Laturcell 4810001080

distance 0.308 · cross-district

#8 · Sanglicell 4930000658

distance 0.309 · cross-district

#9 · Kolhapurcell 4800005458

distance 0.315 · cross-district

#10 · Beedcell 4700007579

distance 0.316

#11 · Nandedcell 4850005599

distance 0.318 · cross-district

#12 · Beedcell 4700007885

distance 0.318

#13 · Solapurcell 4960006707

distance 0.318 · cross-district

#14 · Beedcell 4700006122

distance 0.319

#15 · Amravaticell 4680001455

distance 0.322 · cross-district

#16 · Kolhapurcell 4800004864

distance 0.322 · cross-district

#17 · Jalnacell 4790004246

distance 0.322 · cross-district

#18 · Parbhanicell 4890001603

distance 0.324 · 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":4700005900}}}'

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.