Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880001259

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.145

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810000839

distance 0.145 · cross-district

#2 · Beedcell 4700001769

distance 0.172 · cross-district

#3 · Laturcell 4810001278

distance 0.174 · cross-district

#4 · Laturcell 4810000135

distance 0.184 · cross-district

#5 · Beedcell 4700000026

distance 0.191 · cross-district

#6 · Laturcell 4810002315

distance 0.192 · cross-district

#7 · Laturcell 4810000872

distance 0.204 · cross-district

#8 · Laturcell 4810001860

distance 0.204 · cross-district

#9 · Laturcell 4810001400

distance 0.209 · cross-district

#10 · Laturcell 4810001950

distance 0.217 · cross-district

#11 · Beedcell 4700000495

distance 0.221 · cross-district

#12 · Dharashivcell 4880002191

distance 0.223

#13 · Laturcell 4810000831

distance 0.224 · cross-district

#14 · Beedcell 4700002731

distance 0.225 · cross-district

#15 · Laturcell 4810000691

distance 0.225 · cross-district

#16 · Laturcell 4810001010

distance 0.225 · cross-district

#17 · Jalnacell 4790003892

distance 0.226 · cross-district

#18 · Dharashivcell 4880002668

distance 0.226

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":4880001259}}}'

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.