Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880005817

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.248

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880005899

distance 0.248

#2 · Ahmednagarcell 4660006836

distance 0.262 · cross-district

#3 · Chhatrapati Sambhajinagarcell 4690007928

distance 0.267 · cross-district

#4 · Dharashivcell 4880004348

distance 0.27

#5 · Beedcell 4700003538

distance 0.282 · cross-district

#6 · Beedcell 4700004738

distance 0.288 · cross-district

#7 · Beedcell 4700002815

distance 0.293 · cross-district

#8 · Ahmednagarcell 4660005601

distance 0.297 · cross-district

#9 · Ahmednagarcell 4660005178

distance 0.303 · cross-district

#10 · Parbhanicell 4890000051

distance 0.312 · cross-district

#11 · Beedcell 4700003256

distance 0.317 · cross-district

#12 · Dhulecell 4740002179

distance 0.322 · cross-district

#13 · Beedcell 4700002993

distance 0.323 · cross-district

#14 · Beedcell 4700002818

distance 0.324 · cross-district

#15 · Sanglicell 4930001563

distance 0.327 · cross-district

#16 · Sataracell 4940001342

distance 0.328 · cross-district

#17 · Beedcell 4700005632

distance 0.329 · cross-district

#18 · Ahmednagarcell 4660007756

distance 0.331 · 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":4880005817}}}'

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.