Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880004345

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

0.163

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960012453

distance 0.163 · cross-district

#2 · Dharashivcell 4880003378

distance 0.185

#3 · Dharashivcell 4880003319

distance 0.21

#4 · Dharashivcell 4880004688

distance 0.22

#5 · Dhulecell 4740001876

distance 0.22 · cross-district

#6 · Sanglicell 4930002430

distance 0.229 · cross-district

#7 · Beedcell 4700000718

distance 0.232 · cross-district

#8 · Dharashivcell 4880005547

distance 0.233

#9 · Parbhanicell 4890000068

distance 0.234 · cross-district

#10 · Beedcell 4700004805

distance 0.239 · cross-district

#11 · Beedcell 4700005231

distance 0.239 · cross-district

#12 · Beedcell 4700004753

distance 0.243 · cross-district

#13 · Beedcell 4700006658

distance 0.243 · cross-district

#14 · Beedcell 4700002855

distance 0.243 · cross-district

#15 · Solapurcell 4960012452

distance 0.244 · cross-district

#16 · Dharashivcell 4880004600

distance 0.244

#17 · Solapurcell 4960000027

distance 0.244 · cross-district

#18 · Beedcell 4700006772

distance 0.245 · 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":4880004345}}}'

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.