Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880001097

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 8 distinct districts

Index confidence

0.94

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.231

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880000463

distance 0.231

#2 · Laturcell 4810001486

distance 0.286 · cross-district

#3 · Solapurcell 4960011054

distance 0.299 · cross-district

#4 · Beedcell 4700002228

distance 0.314 · cross-district

#5 · Ahmednagarcell 4660004873

distance 0.32 · cross-district

#6 · Dharashivcell 4880002401

distance 0.32

#7 · Solapurcell 4960006809

distance 0.321 · cross-district

#8 · Beedcell 4700000561

distance 0.324 · cross-district

#9 · Beedcell 4700004699

distance 0.34 · cross-district

#10 · Solapurcell 4960010978

distance 0.34 · cross-district

#11 · Chhatrapati Sambhajinagarcell 4690002481

distance 0.341 · cross-district

#12 · Punecell 4900002801

distance 0.35 · cross-district

#13 · Ahmednagarcell 4660002785

distance 0.356 · cross-district

#14 · Ahmednagarcell 4660000820

distance 0.36 · cross-district

#15 · Beedcell 4700004240

distance 0.361 · cross-district

#16 · Solapurcell 4960011536

distance 0.373 · cross-district

#17 · Amravaticell 4680003885

distance 0.373 · cross-district

#18 · Ahmednagarcell 4660001672

distance 0.374 · 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":4880001097}}}'

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.