Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880001611

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

0.073

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810000050

distance 0.073 · cross-district

#2 · Laturcell 4810000118

distance 0.077 · cross-district

#3 · Laturcell 4810000049

distance 0.085 · cross-district

#4 · Laturcell 4810000072

distance 0.09 · cross-district

#5 · Laturcell 4810000280

distance 0.093 · cross-district

#6 · Laturcell 4810000355

distance 0.095 · cross-district

#7 · Laturcell 4810000028

distance 0.096 · cross-district

#8 · Dharashivcell 4880002111

distance 0.096

#9 · Laturcell 4810000830

distance 0.102 · cross-district

#10 · Laturcell 4810000102

distance 0.102 · cross-district

#11 · Laturcell 4810000178

distance 0.103 · cross-district

#12 · Laturcell 4810000705

distance 0.103 · cross-district

#13 · Dharashivcell 4880002031

distance 0.104

#14 · Dharashivcell 4880001256

distance 0.106

#15 · Laturcell 4810001357

distance 0.11 · cross-district

#16 · Laturcell 4810000215

distance 0.11 · cross-district

#17 · Laturcell 4810000360

distance 0.112 · cross-district

#18 · Laturcell 4810000290

distance 0.115 · 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":4880001611}}}'

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.