Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700008470

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 9 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.275

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850000684

distance 0.275 · cross-district

#2 · Beedcell 4700000901

distance 0.279

#3 · Ahmednagarcell 4660009614

distance 0.28 · cross-district

#4 · Ahmednagarcell 4660011078

distance 0.281 · cross-district

#5 · Chhatrapati Sambhajinagarcell 4690000433

distance 0.287 · cross-district

#6 · Amravaticell 4680006195

distance 0.29 · cross-district

#7 · Hingolicell 4770000553

distance 0.292 · cross-district

#8 · Sanglicell 4930001081

distance 0.298 · cross-district

#9 · Solapurcell 4960007066

distance 0.305 · cross-district

#10 · Solapurcell 4960000991

distance 0.308 · cross-district

#11 · Solapurcell 4960005890

distance 0.308 · cross-district

#12 · Nandedcell 4850008926

distance 0.311 · cross-district

#13 · Solapurcell 4960002429

distance 0.312 · cross-district

#14 · Solapurcell 4960006420

distance 0.313 · cross-district

#15 · Solapurcell 4960005993

distance 0.317 · cross-district

#16 · Sanglicell 4930002387

distance 0.319 · cross-district

#17 · Gondiacell 4760000082

distance 0.32 · cross-district

#18 · Solapurcell 4960000996

distance 0.321 · 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":4700008470}}}'

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.