Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700008527

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.056

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700008528

distance 0.056

#2 · Jalnacell 4790000074

distance 0.068 · cross-district

#3 · Beedcell 4700008451

distance 0.071

#4 · Jalnacell 4790002217

distance 0.072 · cross-district

#5 · Jalnacell 4790000828

distance 0.089 · cross-district

#6 · Beedcell 4700008654

distance 0.09

#7 · Jalnacell 4790000966

distance 0.093 · cross-district

#8 · Jalnacell 4790002548

distance 0.096 · cross-district

#9 · Jalnacell 4790000351

distance 0.097 · cross-district

#10 · Jalnacell 4790002721

distance 0.097 · cross-district

#11 · Beedcell 4700007895

distance 0.1

#12 · Beedcell 4700008966

distance 0.101

#13 · Beedcell 4700007804

distance 0.108

#14 · Beedcell 4700001046

distance 0.11

#15 · Jalnacell 4790004166

distance 0.11 · cross-district

#16 · Jalnacell 4790000183

distance 0.111 · cross-district

#17 · Buldhanacell 4720000452

distance 0.111 · cross-district

#18 · Buldhanacell 4720000580

distance 0.111 · 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":4700008527}}}'

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.