Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700002955

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

0.284

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900003629

distance 0.284 · cross-district

#2 · Amravaticell 4680006067

distance 0.294 · cross-district

#3 · Ahmednagarcell 4660003250

distance 0.296 · cross-district

#4 · Punecell 4900008764

distance 0.296 · cross-district

#5 · Solapurcell 4960011133

distance 0.299 · cross-district

#6 · Chhatrapati Sambhajinagarcell 4690000675

distance 0.301 · cross-district

#7 · Punecell 4900003101

distance 0.301 · cross-district

#8 · Dharashivcell 4880000887

distance 0.306 · cross-district

#9 · Punecell 4900008543

distance 0.308 · cross-district

#10 · Ahmednagarcell 4660002620

distance 0.311 · cross-district

#11 · Punecell 4900003365

distance 0.311 · cross-district

#12 · Beedcell 4700007356

distance 0.311

#13 · Punecell 4900002962

distance 0.317 · cross-district

#14 · Beedcell 4700007539

distance 0.318

#15 · Punecell 4900003497

distance 0.32 · cross-district

#16 · Beedcell 4700007358

distance 0.322

#17 · Solapurcell 4960011056

distance 0.324 · cross-district

#18 · Chhatrapati Sambhajinagarcell 4690005211

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":4700002955}}}'

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.