Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890001555

The MH-36 locality cells most similar to this Parbhani 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 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.046

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700006597

distance 0.046 · cross-district

#2 · Beedcell 4700007083

distance 0.051 · cross-district

#3 · Beedcell 4700006731

distance 0.056 · cross-district

#4 · Beedcell 4700006596

distance 0.061 · cross-district

#5 · Beedcell 4700006595

distance 0.065 · cross-district

#6 · Parbhanicell 4890001476

distance 0.073

#7 · Beedcell 4700006856

distance 0.077 · cross-district

#8 · Beedcell 4700006317

distance 0.083 · cross-district

#9 · Beedcell 4700006175

distance 0.084 · cross-district

#10 · Beedcell 4700006316

distance 0.085 · cross-district

#11 · Beedcell 4700007183

distance 0.093 · cross-district

#12 · Beedcell 4700007175

distance 0.094 · cross-district

#13 · Beedcell 4700006030

distance 0.095 · cross-district

#14 · Beedcell 4700006730

distance 0.096 · cross-district

#15 · Beedcell 4700006594

distance 0.097 · cross-district

#16 · Parbhanicell 4890001554

distance 0.1

#17 · Beedcell 4700006857

distance 0.101 · cross-district

#18 · Beedcell 4700006592

distance 0.103 · 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":489,"cluster_id":4890001555}}}'

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.