Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890000616

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

0.084

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700004141

distance 0.084 · cross-district

#2 · Beedcell 4700004318

distance 0.097 · cross-district

#3 · Beedcell 4700005163

distance 0.109 · cross-district

#4 · Parbhanicell 4890000797

distance 0.112

#5 · Dharashivcell 4880005400

distance 0.112 · cross-district

#6 · Parbhanicell 4890000470

distance 0.112

#7 · Dharashivcell 4880000930

distance 0.115 · cross-district

#8 · Beedcell 4700006435

distance 0.116 · cross-district

#9 · Parbhanicell 4890000796

distance 0.116

#10 · Parbhanicell 4890000431

distance 0.117

#11 · Solapurcell 4960002066

distance 0.118 · cross-district

#12 · Beedcell 4700003961

distance 0.119 · cross-district

#13 · Dharashivcell 4880006081

distance 0.121 · cross-district

#14 · Beedcell 4700005904

distance 0.121 · cross-district

#15 · Akolacell 4670000684

distance 0.123 · cross-district

#16 · Dharashivcell 4880004289

distance 0.123 · cross-district

#17 · Dharashivcell 4880005923

distance 0.123 · cross-district

#18 · Dharashivcell 4880005757

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":4890000616}}}'

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.