Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880001698

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 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.072

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880001523

distance 0.072

#2 · Dharashivcell 4880001610

distance 0.077

#3 · Dharashivcell 4880001520

distance 0.088

#4 · Dharashivcell 4880001340

distance 0.088

#5 · Laturcell 4810000147

distance 0.097 · cross-district

#6 · Laturcell 4810000151

distance 0.098 · cross-district

#7 · Laturcell 4810000169

distance 0.099 · cross-district

#8 · Laturcell 4810000149

distance 0.102 · cross-district

#9 · Laturcell 4810000094

distance 0.102 · cross-district

#10 · Laturcell 4810000320

distance 0.107 · cross-district

#11 · Laturcell 4810000258

distance 0.109 · cross-district

#12 · Laturcell 4810000144

distance 0.114 · cross-district

#13 · Laturcell 4810000235

distance 0.116 · cross-district

#14 · Laturcell 4810000168

distance 0.117 · cross-district

#15 · Laturcell 4810000570

distance 0.119 · cross-district

#16 · Laturcell 4810000228

distance 0.123 · cross-district

#17 · Laturcell 4810000907

distance 0.123 · cross-district

#18 · Laturcell 4810000155

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":488,"cluster_id":4880001698}}}'

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.