Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890000730

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.084

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700006468

distance 0.084 · cross-district

#2 · Beedcell 4700006865

distance 0.102 · cross-district

#3 · Parbhanicell 4890001575

distance 0.107

#4 · Parbhanicell 4890000970

distance 0.108

#5 · Akolacell 4670001405

distance 0.11 · cross-district

#6 · Beedcell 4700006938

distance 0.111 · cross-district

#7 · Beedcell 4700006812

distance 0.112 · cross-district

#8 · Beedcell 4700005166

distance 0.112 · cross-district

#9 · Beedcell 4700004656

distance 0.112 · cross-district

#10 · Parbhanicell 4890000971

distance 0.116

#11 · Beedcell 4700006326

distance 0.117 · cross-district

#12 · Parbhanicell 4890001415

distance 0.117

#13 · Parbhanicell 4890000973

distance 0.117

#14 · Parbhanicell 4890000514

distance 0.122

#15 · Parbhanicell 4890000681

distance 0.122

#16 · Parbhanicell 4890001092

distance 0.123

#17 · Beedcell 4700007143

distance 0.125 · cross-district

#18 · Beedcell 4700004142

distance 0.125 · 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":4890000730}}}'

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.