Bhārata Strata · Maharashtra · Buldhana · morphological twins

Places like cell 4720003261

The MH-36 locality cells most similar to this Buldhana 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 7 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.159

lower = more alike (weighted)

The twins, closest first

#1 · Buldhanacell 4720003410

distance 0.159

#2 · Buldhanacell 4720006796

distance 0.179

#3 · Buldhanacell 4720005910

distance 0.208

#4 · Buldhanacell 4720005649

distance 0.21

#5 · Amravaticell 4680000587

distance 0.213 · cross-district

#6 · Dharashivcell 4880000846

distance 0.221 · cross-district

#7 · Beedcell 4700000586

distance 0.228 · cross-district

#8 · Amravaticell 4680005774

distance 0.228 · cross-district

#9 · Jalnacell 4790001619

distance 0.228 · cross-district

#10 · Buldhanacell 4720005972

distance 0.233

#11 · Washimcell 4990000761

distance 0.236 · cross-district

#12 · Beedcell 4700005996

distance 0.238 · cross-district

#13 · Parbhanicell 4890004844

distance 0.238 · cross-district

#14 · Buldhanacell 4720004071

distance 0.24

#15 · Beedcell 4700006693

distance 0.24 · cross-district

#16 · Jalnacell 4790003328

distance 0.245 · cross-district

#17 · Parbhanicell 4890004890

distance 0.245 · cross-district

#18 · Buldhanacell 4720006048

distance 0.247

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":472,"cluster_id":4720003261}}}'

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.