Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880004669

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

0.225

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880006391

distance 0.225

#2 · Dharashivcell 4880004673

distance 0.23

#3 · Beedcell 4700001684

distance 0.239 · cross-district

#4 · Beedcell 4700002322

distance 0.241 · cross-district

#5 · Beedcell 4700007295

distance 0.246 · cross-district

#6 · Dharashivcell 4880005626

distance 0.246

#7 · Dharashivcell 4880005246

distance 0.251

#8 · Dharashivcell 4880004960

distance 0.252

#9 · Dharashivcell 4880004404

distance 0.253

#10 · Dharashivcell 4880004581

distance 0.257

#11 · Beedcell 4700008694

distance 0.259 · cross-district

#12 · Dharashivcell 4880005440

distance 0.26

#13 · Dharashivcell 4880004411

distance 0.261

#14 · Dharashivcell 4880004244

distance 0.264

#15 · Dharashivcell 4880006311

distance 0.268

#16 · Beedcell 4700002000

distance 0.268 · cross-district

#17 · Beedcell 4700003017

distance 0.271 · cross-district

#18 · Beedcell 4700007383

distance 0.272 · 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":4880004669}}}'

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.