Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880004517

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.275

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880003078

distance 0.275

#2 · Dharashivcell 4880002809

distance 0.319

#3 · Dharashivcell 4880003230

distance 0.326

#4 · Dharashivcell 4880004518

distance 0.328

#5 · Dharashivcell 4880006062

distance 0.334

#6 · Nashikcell 4870007815

distance 0.348 · cross-district

#7 · Dharashivcell 4880003027

distance 0.352

#8 · Sanglicell 4930001089

distance 0.353 · cross-district

#9 · Beedcell 4700001212

distance 0.357 · cross-district

#10 · Beedcell 4700001323

distance 0.358 · cross-district

#11 · Dhulecell 4740001668

distance 0.358 · cross-district

#12 · Solapurcell 4960003153

distance 0.361 · cross-district

#13 · Dharashivcell 4880002408

distance 0.362

#14 · Ahmednagarcell 4660008297

distance 0.364 · cross-district

#15 · Nashikcell 4870007664

distance 0.367 · cross-district

#16 · Beedcell 4700003048

distance 0.368 · cross-district

#17 · Beedcell 4700005950

distance 0.369 · cross-district

#18 · Laturcell 4810003528

distance 0.372 · 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":4880004517}}}'

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.