Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880004480

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

0.139

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880004481

distance 0.139

#2 · Ahmednagarcell 4660001040

distance 0.15 · cross-district

#3 · Dharashivcell 4880006107

distance 0.154

#4 · Dharashivcell 4880005047

distance 0.164

#5 · Dharashivcell 4880005146

distance 0.167

#6 · Dharashivcell 4880005528

distance 0.168

#7 · Dharashivcell 4880005515

distance 0.174

#8 · Dharashivcell 4880005147

distance 0.177

#9 · Dharashivcell 4880004862

distance 0.178

#10 · Dharashivcell 4880005243

distance 0.179

#11 · Ahmednagarcell 4660001405

distance 0.181 · cross-district

#12 · Dharashivcell 4880005700

distance 0.184

#13 · Dharashivcell 4880005050

distance 0.184

#14 · Ahmednagarcell 4660000868

distance 0.185 · cross-district

#15 · Dharashivcell 4880005048

distance 0.189

#16 · Dharashivcell 4880005238

distance 0.19

#17 · Dharashivcell 4880004849

distance 0.19

#18 · Ahmednagarcell 4660001708

distance 0.194 · 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":4880004480}}}'

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.