Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880002029

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

0.272

lower = more alike (weighted)

The twins, closest first

#1 · Ahmednagarcell 4660014033

distance 0.272 · cross-district

#2 · Parbhanicell 4890001244

distance 0.29 · cross-district

#3 · Chhatrapati Sambhajinagarcell 4690004793

distance 0.294 · cross-district

#4 · Laturcell 4810004395

distance 0.309 · cross-district

#5 · Ahmednagarcell 4660005610

distance 0.309 · cross-district

#6 · Jalnacell 4790000036

distance 0.313 · cross-district

#7 · Beedcell 4700008953

distance 0.316 · cross-district

#8 · Beedcell 4700000031

distance 0.32 · cross-district

#9 · Beedcell 4700004943

distance 0.322 · cross-district

#10 · Laturcell 4810000846

distance 0.327 · cross-district

#11 · Jalnacell 4790000028

distance 0.33 · cross-district

#12 · Ahmednagarcell 4660010253

distance 0.334 · cross-district

#13 · Dharashivcell 4880004380

distance 0.334

#14 · Nandedcell 4850003142

distance 0.335 · cross-district

#15 · Dharashivcell 4880000705

distance 0.336

#16 · Parbhanicell 4890001253

distance 0.337 · cross-district

#17 · Beedcell 4700001302

distance 0.338 · cross-district

#18 · Ahmednagarcell 4660014449

distance 0.341 · 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":4880002029}}}'

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.