Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890001774

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.097

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890003601

distance 0.097

#2 · Parbhanicell 4890002028

distance 0.123

#3 · Parbhanicell 4890001858

distance 0.136

#4 · Parbhanicell 4890004119

distance 0.137

#5 · Parbhanicell 4890002601

distance 0.143

#6 · Buldhanacell 4720006077

distance 0.149 · cross-district

#7 · Parbhanicell 4890002953

distance 0.15

#8 · Beedcell 4700007088

distance 0.152 · cross-district

#9 · Parbhanicell 4890003935

distance 0.154

#10 · Parbhanicell 4890001948

distance 0.155

#11 · Parbhanicell 4890004323

distance 0.156

#12 · Parbhanicell 4890003871

distance 0.156

#13 · Parbhanicell 4890002443

distance 0.158

#14 · Parbhanicell 4890001857

distance 0.158

#15 · Akolacell 4670000483

distance 0.159 · cross-district

#16 · Parbhanicell 4890002032

distance 0.159

#17 · Parbhanicell 4890002349

distance 0.16

#18 · Jalnacell 4790000851

distance 0.162 · 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":4890001774}}}'

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.