Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880004613

The MH-36 locality cells most similar to this Dharashiv 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

0.124

lower = more alike (weighted)

The twins, closest first

#1 · Washimcell 4990000611

distance 0.124 · cross-district

#2 · Dharashivcell 4880004701

distance 0.127

#3 · Dharashivcell 4880004797

distance 0.142

#4 · Washimcell 4990000950

distance 0.143 · cross-district

#5 · Beedcell 4700000133

distance 0.146 · cross-district

#6 · Dharashivcell 4880006006

distance 0.16

#7 · Buldhanacell 4720002938

distance 0.167 · cross-district

#8 · Buldhanacell 4720002499

distance 0.169 · cross-district

#9 · Hingolicell 4770003937

distance 0.171 · cross-district

#10 · Buldhanacell 4720003307

distance 0.172 · cross-district

#11 · Beedcell 4700003960

distance 0.173 · cross-district

#12 · Beedcell 4700000916

distance 0.173 · cross-district

#13 · Buldhanacell 4720002377

distance 0.174 · cross-district

#14 · Washimcell 4990000651

distance 0.175 · cross-district

#15 · Washimcell 4990000404

distance 0.176 · cross-district

#16 · Washimcell 4990000491

distance 0.177 · cross-district

#17 · Beedcell 4700005032

distance 0.179 · cross-district

#18 · Hingolicell 4770003905

distance 0.183 · 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":488,"cluster_id":4880004613}}}'

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.