Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880003434

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

0.278

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700004284

distance 0.278 · cross-district

#2 · Solapurcell 4960012050

distance 0.299 · cross-district

#3 · Beedcell 4700003597

distance 0.301 · cross-district

#4 · Dharashivcell 4880003377

distance 0.303

#5 · Dhulecell 4740001043

distance 0.307 · cross-district

#6 · Solapurcell 4960011723

distance 0.31 · cross-district

#7 · Ahmednagarcell 4660006517

distance 0.31 · cross-district

#8 · Solapurcell 4960012484

distance 0.311 · cross-district

#9 · Dharashivcell 4880003493

distance 0.314

#10 · Beedcell 4700007188

distance 0.317 · cross-district

#11 · Dharashivcell 4880005639

distance 0.317

#12 · Dharashivcell 4880003432

distance 0.318

#13 · Ahmednagarcell 4660005489

distance 0.32 · cross-district

#14 · Dharashivcell 4880003124

distance 0.32

#15 · Ahmednagarcell 4660006185

distance 0.325 · cross-district

#16 · Beedcell 4700003099

distance 0.326 · cross-district

#17 · Beedcell 4700003594

distance 0.327 · cross-district

#18 · Sanglicell 4930002445

distance 0.327 · 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":4880003434}}}'

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.