Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700009030

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

0.298

lower = more alike (weighted)

The twins, closest first

#1 · Chhatrapati Sambhajinagarcell 4690001969

distance 0.298 · cross-district

#2 · Chhatrapati Sambhajinagarcell 4690007486

distance 0.319 · cross-district

#3 · Beedcell 4700009043

distance 0.326

#4 · Punecell 4900001490

distance 0.336 · cross-district

#5 · Beedcell 4700008472

distance 0.359

#6 · Punecell 4900002801

distance 0.372 · cross-district

#7 · Solapurcell 4960011469

distance 0.375 · cross-district

#8 · Sanglicell 4930006154

distance 0.377 · cross-district

#9 · Beedcell 4700003451

distance 0.379

#10 · Ahmednagarcell 4660001272

distance 0.383 · cross-district

#11 · Beedcell 4700002131

distance 0.384

#12 · Laturcell 4810001487

distance 0.385 · cross-district

#13 · Beedcell 4700006355

distance 0.385

#14 · Beedcell 4700006004

distance 0.388

#15 · Solapurcell 4960011054

distance 0.391 · cross-district

#16 · Chhatrapati Sambhajinagarcell 4690002066

distance 0.392 · cross-district

#17 · Solapurcell 4960000938

distance 0.398 · cross-district

#18 · Dharashivcell 4880005447

distance 0.398 · 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":4700009030}}}'

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.