Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880004733

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

0.08

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880005315

distance 0.08

#2 · Beedcell 4700000116

distance 0.082 · cross-district

#3 · Dharashivcell 4880004927

distance 0.084

#4 · Dharashivcell 4880005120

distance 0.085

#5 · Dharashivcell 4880004643

distance 0.086

#6 · Dharashivcell 4880005507

distance 0.099

#7 · Dharashivcell 4880005869

distance 0.101

#8 · Dharashivcell 4880005411

distance 0.109

#9 · Dharashivcell 4880005594

distance 0.116

#10 · Beedcell 4700000158

distance 0.116 · cross-district

#11 · Laturcell 4810001773

distance 0.12 · cross-district

#12 · Dharashivcell 4880005312

distance 0.123

#13 · Dharashivcell 4880005121

distance 0.123

#14 · Laturcell 4810002205

distance 0.125 · cross-district

#15 · Laturcell 4810000995

distance 0.128 · cross-district

#16 · Laturcell 4810000057

distance 0.128 · cross-district

#17 · Dharashivcell 4880005779

distance 0.131

#18 · Laturcell 4810001296

distance 0.132 · 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":4880004733}}}'

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.