Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700000058

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 12 distinct districts

Index confidence

0.89

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.309

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960009368

distance 0.309 · cross-district

#2 · Beedcell 4700000096

distance 0.325

#3 · Laturcell 4810005227

distance 0.343 · cross-district

#4 · Sanglicell 4930004771

distance 0.397 · cross-district

#5 · Sataracell 4940002357

distance 0.4 · cross-district

#6 · Chandrapurcell 4730005504

distance 0.401 · cross-district

#7 · Nagpurcell 4840006725

distance 0.427 · cross-district

#8 · Sataracell 4940002471

distance 0.44 · cross-district

#9 · Dharashivcell 4880002492

distance 0.442 · cross-district

#10 · Nagpurcell 4840001401

distance 0.455 · cross-district

#11 · Jalnacell 4790001495

distance 0.472 · cross-district

#12 · Buldhanacell 4720001364

distance 0.473 · cross-district

#13 · Solapurcell 4960006191

distance 0.477 · cross-district

#14 · Ahmednagarcell 4660008234

distance 0.478 · cross-district

#15 · Dharashivcell 4880006023

distance 0.481 · cross-district

#16 · Buldhanacell 4720001307

distance 0.486 · cross-district

#17 · Chandrapurcell 4730007640

distance 0.486 · cross-district

#18 · Punecell 4900002665

distance 0.486 · 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":4700000058}}}'

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.