Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880002818

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.13

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700001957

distance 0.13 · cross-district

#2 · Dharashivcell 4880002852

distance 0.133

#3 · Dharashivcell 4880001316

distance 0.139

#4 · Dharashivcell 4880006066

distance 0.14

#5 · Dharashivcell 4880001307

distance 0.14

#6 · Laturcell 4810001293

distance 0.142 · cross-district

#7 · Laturcell 4810001312

distance 0.143 · cross-district

#8 · Dharashivcell 4880002933

distance 0.146

#9 · Laturcell 4810001198

distance 0.148 · cross-district

#10 · Dharashivcell 4880003517

distance 0.149

#11 · Dharashivcell 4880005278

distance 0.15

#12 · Dharashivcell 4880004054

distance 0.151

#13 · Laturcell 4810001390

distance 0.153 · cross-district

#14 · Dharashivcell 4880002681

distance 0.155

#15 · Beedcell 4700001654

distance 0.156 · cross-district

#16 · Laturcell 4810002122

distance 0.156 · cross-district

#17 · Dharashivcell 4880002646

distance 0.161

#18 · Laturcell 4810006135

distance 0.161 · 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":4880002818}}}'

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.