Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880004583

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

0.106

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880005237

distance 0.106

#2 · Beedcell 4700003187

distance 0.108 · cross-district

#3 · Beedcell 4700003355

distance 0.111 · cross-district

#4 · Dharashivcell 4880004663

distance 0.113

#5 · Dharashivcell 4880004664

distance 0.115

#6 · Ahmednagarcell 4660000786

distance 0.115 · cross-district

#7 · Dharashivcell 4880004487

distance 0.117

#8 · Dharashivcell 4880006349

distance 0.12

#9 · Dharashivcell 4880005140

distance 0.123

#10 · Beedcell 4700002500

distance 0.123 · cross-district

#11 · Beedcell 4700003021

distance 0.124 · cross-district

#12 · Dharashivcell 4880005233

distance 0.126

#13 · Beedcell 4700003350

distance 0.128 · cross-district

#14 · Beedcell 4700002499

distance 0.128 · cross-district

#15 · Dharashivcell 4880005961

distance 0.128

#16 · Dharashivcell 4880004677

distance 0.13

#17 · Beedcell 4700003360

distance 0.13 · cross-district

#18 · Beedcell 4700002672

distance 0.136 · 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":4880004583}}}'

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.