Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880002898

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 5 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.271

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810001534

distance 0.271 · cross-district

#2 · Laturcell 4810001402

distance 0.272 · cross-district

#3 · Dharashivcell 4880003084

distance 0.288

#4 · Dharashivcell 4880006319

distance 0.292

#5 · Buldhanacell 4720002364

distance 0.294 · cross-district

#6 · Dharashivcell 4880005736

distance 0.298

#7 · Dharashivcell 4880005983

distance 0.301

#8 · Laturcell 4810000628

distance 0.302 · cross-district

#9 · Laturcell 4810001099

distance 0.303 · cross-district

#10 · Laturcell 4810001650

distance 0.304 · cross-district

#11 · Laturcell 4810002608

distance 0.308 · cross-district

#12 · Laturcell 4810002243

distance 0.312 · cross-district

#13 · Laturcell 4810001052

distance 0.313 · cross-district

#14 · Beedcell 4700006020

distance 0.314 · cross-district

#15 · Beedcell 4700006171

distance 0.316 · cross-district

#16 · Laturcell 4810001634

distance 0.321 · cross-district

#17 · Washimcell 4990002015

distance 0.321 · cross-district

#18 · Laturcell 4810000070

distance 0.321 · 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":4880002898}}}'

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.