Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880005503

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 10 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.292

lower = more alike (weighted)

The twins, closest first

#1 · Buldhanacell 4720001501

distance 0.292 · cross-district

#2 · Ahmednagarcell 4660009933

distance 0.295 · cross-district

#3 · Buldhanacell 4720002725

distance 0.301 · cross-district

#4 · Jalnacell 4790003824

distance 0.306 · cross-district

#5 · Dharashivcell 4880006426

distance 0.31

#6 · Kolhapurcell 4800005837

distance 0.323 · cross-district

#7 · Sanglicell 4930000130

distance 0.324 · cross-district

#8 · Dharashivcell 4880002403

distance 0.326

#9 · Beedcell 4700002357

distance 0.328 · cross-district

#10 · Jalgaoncell 4780001360

distance 0.33 · cross-district

#11 · Ahmednagarcell 4660000830

distance 0.335 · cross-district

#12 · Dharashivcell 4880003276

distance 0.338

#13 · Chhatrapati Sambhajinagarcell 4690007891

distance 0.346 · cross-district

#14 · Wardhacell 4980000197

distance 0.347 · cross-district

#15 · Ahmednagarcell 4660009053

distance 0.348 · cross-district

#16 · Beedcell 4700000422

distance 0.351 · cross-district

#17 · Dharashivcell 4880002951

distance 0.351

#18 · Beedcell 4700002862

distance 0.354 · 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":4880005503}}}'

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.