Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880002891

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 14 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.352

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880000048

distance 0.352

#2 · Beedcell 4700005841

distance 0.39 · cross-district

#3 · Laturcell 4810003260

distance 0.407 · cross-district

#4 · Chhatrapati Sambhajinagarcell 4690000764

distance 0.411 · cross-district

#5 · Hingolicell 4770000207

distance 0.416 · cross-district

#6 · Sanglicell 4930000301

distance 0.417 · cross-district

#7 · Washimcell 4990001495

distance 0.419 · cross-district

#8 · Yavatmalcell 5000002786

distance 0.426 · cross-district

#9 · Jalgaoncell 4780001013

distance 0.431 · cross-district

#10 · Jalgaoncell 4780002243

distance 0.435 · cross-district

#11 · Nandedcell 4850002553

distance 0.438 · cross-district

#12 · Laturcell 4810001913

distance 0.439 · cross-district

#13 · Buldhanacell 4720006460

distance 0.443 · cross-district

#14 · Ahmednagarcell 4660004040

distance 0.444 · cross-district

#15 · Washimcell 4990001405

distance 0.446 · cross-district

#16 · Jalnacell 4790001960

distance 0.446 · cross-district

#17 · Parbhanicell 4890003226

distance 0.447 · cross-district

#18 · Laturcell 4810003421

distance 0.449 · 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":4880002891}}}'

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.