Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880005337

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.067

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880004756

distance 0.067

#2 · Dharashivcell 4880004671

distance 0.091

#3 · Dharashivcell 4880005960

distance 0.107

#4 · Dharashivcell 4880005795

distance 0.109

#5 · Dharashivcell 4880004757

distance 0.11

#6 · Beedcell 4700001692

distance 0.111 · cross-district

#7 · Ahmednagarcell 4660002020

distance 0.113 · cross-district

#8 · Dharashivcell 4880005329

distance 0.114

#9 · Dharashivcell 4880004761

distance 0.114

#10 · Beedcell 4700002842

distance 0.119 · cross-district

#11 · Dharashivcell 4880004763

distance 0.119

#12 · Ahmednagarcell 4660001221

distance 0.121 · cross-district

#13 · Dharashivcell 4880004958

distance 0.127

#14 · Dharashivcell 4880006350

distance 0.134

#15 · Beedcell 4700002332

distance 0.136 · cross-district

#16 · Dharashivcell 4880004582

distance 0.147

#17 · Beedcell 4700002331

distance 0.152 · cross-district

#18 · Beedcell 4700003191

distance 0.152 · 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":4880005337}}}'

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.