Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700009036

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.252

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960011745

distance 0.252 · cross-district

#2 · Beedcell 4700009052

distance 0.264

#3 · Chandrapurcell 4730001989

distance 0.27 · cross-district

#4 · Beedcell 4700006006

distance 0.288

#5 · Yavatmalcell 5000001875

distance 0.309 · cross-district

#6 · Akolacell 4670000229

distance 0.31 · cross-district

#7 · Solapurcell 4960011384

distance 0.319 · cross-district

#8 · Jalnacell 4790006505

distance 0.324 · cross-district

#9 · Ahmednagarcell 4660003535

distance 0.329 · cross-district

#10 · Beedcell 4700008771

distance 0.332

#11 · Punecell 4900001228

distance 0.336 · cross-district

#12 · Chhatrapati Sambhajinagarcell 4690007585

distance 0.336 · cross-district

#13 · Solapurcell 4960011294

distance 0.337 · cross-district

#14 · Solapurcell 4960010520

distance 0.339 · cross-district

#15 · Jalnacell 4790002985

distance 0.345 · cross-district

#16 · Parbhanicell 4890004969

distance 0.35 · cross-district

#17 · Beedcell 4700006742

distance 0.354

#18 · Sanglicell 4930004859

distance 0.354 · 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":4700009036}}}'

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.