Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880004212

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

0.086

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880005508

distance 0.086

#2 · Laturcell 4810001000

distance 0.102 · cross-district

#3 · Laturcell 4810002038

distance 0.104 · cross-district

#4 · Dharashivcell 4880004549

distance 0.108

#5 · Dharashivcell 4880005692

distance 0.109

#6 · Laturcell 4810001791

distance 0.11 · cross-district

#7 · Laturcell 4810001793

distance 0.11 · cross-district

#8 · Laturcell 4810001794

distance 0.112 · cross-district

#9 · Dharashivcell 4880005866

distance 0.112

#10 · Laturcell 4810001435

distance 0.113 · cross-district

#11 · Beedcell 4700000157

distance 0.113 · cross-district

#12 · Laturcell 4810000772

distance 0.114 · cross-district

#13 · Beedcell 4700000068

distance 0.115 · cross-district

#14 · Laturcell 4810001776

distance 0.116 · cross-district

#15 · Laturcell 4810001291

distance 0.117 · cross-district

#16 · Laturcell 4810001066

distance 0.119 · cross-district

#17 · Laturcell 4810001292

distance 0.119 · cross-district

#18 · Laturcell 4810000366

distance 0.12 · 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":4880004212}}}'

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.