Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880001147

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 11 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.159

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880001054

distance 0.159

#2 · Buldhanacell 4720000598

distance 0.295 · cross-district

#3 · Ahmednagarcell 4660004099

distance 0.296 · cross-district

#4 · Nandedcell 4850002059

distance 0.296 · cross-district

#5 · Laturcell 4810003065

distance 0.302 · cross-district

#6 · Ahmednagarcell 4660010567

distance 0.306 · cross-district

#7 · Nandedcell 4850000097

distance 0.308 · cross-district

#8 · Sanglicell 4930003761

distance 0.309 · cross-district

#9 · Amravaticell 4680005384

distance 0.31 · cross-district

#10 · Ahmednagarcell 4660005098

distance 0.312 · cross-district

#11 · Dharashivcell 4880005934

distance 0.316

#12 · Chandrapurcell 4730001663

distance 0.318 · cross-district

#13 · Buldhanacell 4720005754

distance 0.319 · cross-district

#14 · Ahmednagarcell 4660000752

distance 0.32 · cross-district

#15 · Punecell 4900001223

distance 0.321 · cross-district

#16 · Solapurcell 4960007887

distance 0.326 · cross-district

#17 · Sanglicell 4930000459

distance 0.329 · cross-district

#18 · Nashikcell 4870005143

distance 0.329 · 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":4880001147}}}'

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.