Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880006097

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.103

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880006096

distance 0.103

#2 · Dharashivcell 4880006098

distance 0.142

#3 · Beedcell 4700007164

distance 0.164 · cross-district

#4 · Dharashivcell 4880006099

distance 0.179

#5 · Solapurcell 4960006059

distance 0.189 · cross-district

#6 · Jalnacell 4790001493

distance 0.196 · cross-district

#7 · Jalnacell 4790001570

distance 0.201 · cross-district

#8 · Beedcell 4700007357

distance 0.206 · cross-district

#9 · Beedcell 4700007445

distance 0.211 · cross-district

#10 · Beedcell 4700007261

distance 0.219 · cross-district

#11 · Wardhacell 4980005356

distance 0.223 · cross-district

#12 · Amravaticell 4680006487

distance 0.224 · cross-district

#13 · Amravaticell 4680006630

distance 0.224 · cross-district

#14 · Amravaticell 4680006631

distance 0.224 · cross-district

#15 · Amravaticell 4680006345

distance 0.229 · cross-district

#16 · Wardhacell 4980005335

distance 0.232 · cross-district

#17 · Beedcell 4700007452

distance 0.233 · cross-district

#18 · Wardhacell 4980005379

distance 0.234 · 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":4880006097}}}'

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.