Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890000795

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.143

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700006827

distance 0.143 · cross-district

#2 · Buldhanacell 4720000987

distance 0.144 · cross-district

#3 · Beedcell 4700005728

distance 0.153 · cross-district

#4 · Washimcell 4990000126

distance 0.158 · cross-district

#5 · Dharashivcell 4880001884

distance 0.158 · cross-district

#6 · Washimcell 4990000161

distance 0.158 · cross-district

#7 · Beedcell 4700005999

distance 0.159 · cross-district

#8 · Parbhanicell 4890004268

distance 0.16

#9 · Dharashivcell 4880005662

distance 0.163 · cross-district

#10 · Dharashivcell 4880005301

distance 0.164 · cross-district

#11 · Solapurcell 4960001025

distance 0.165 · cross-district

#12 · Dharashivcell 4880004449

distance 0.166 · cross-district

#13 · Solapurcell 4960008117

distance 0.168 · cross-district

#14 · Solapurcell 4960000930

distance 0.169 · cross-district

#15 · Buldhanacell 4720001280

distance 0.17 · cross-district

#16 · Dharashivcell 4880006010

distance 0.171 · cross-district

#17 · Buldhanacell 4720006855

distance 0.172 · cross-district

#18 · Jalnacell 4790004366

distance 0.174 · 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":4890000795}}}'

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.