Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880004889

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.123

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880004597

distance 0.123

#2 · Dharashivcell 4880002969

distance 0.144

#3 · Dharashivcell 4880004795

distance 0.145

#4 · Dharashivcell 4880004523

distance 0.162

#5 · Buldhanacell 4720001789

distance 0.168 · cross-district

#6 · Dharashivcell 4880001314

distance 0.178

#7 · Dharashivcell 4880005646

distance 0.192

#8 · Dharashivcell 4880001939

distance 0.2

#9 · Beedcell 4700008709

distance 0.201 · cross-district

#10 · Ahmednagarcell 4660006840

distance 0.204 · cross-district

#11 · Beedcell 4700006301

distance 0.207 · cross-district

#12 · Beedcell 4700008220

distance 0.207 · cross-district

#13 · Laturcell 4810002604

distance 0.208 · cross-district

#14 · Ahmednagarcell 4660002701

distance 0.208 · cross-district

#15 · Ahmednagarcell 4660005957

distance 0.209 · cross-district

#16 · Ahmednagarcell 4660007548

distance 0.21 · cross-district

#17 · Beedcell 4700007665

distance 0.21 · cross-district

#18 · Dharashivcell 4880002802

distance 0.211

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":4880004889}}}'

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.