Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890004135

The MH-36 locality cells most similar to this Parbhani 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

0.161

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890004277

distance 0.161

#2 · Parbhanicell 4890004448

distance 0.162

#3 · Parbhanicell 4890005143

distance 0.17

#4 · Parbhanicell 4890005152

distance 0.17

#5 · Jalnacell 4790001748

distance 0.17 · cross-district

#6 · Buldhanacell 4720003966

distance 0.175 · cross-district

#7 · Parbhanicell 4890004092

distance 0.183

#8 · Buldhanacell 4720004723

distance 0.185 · cross-district

#9 · Chhatrapati Sambhajinagarcell 4690007257

distance 0.186 · cross-district

#10 · Jalnacell 4790000925

distance 0.19 · cross-district

#11 · Buldhanacell 4720005999

distance 0.193 · cross-district

#12 · Parbhanicell 4890004188

distance 0.194

#13 · Jalnacell 4790003501

distance 0.196 · cross-district

#14 · Parbhanicell 4890003942

distance 0.198

#15 · Parbhanicell 4890004992

distance 0.201

#16 · Parbhanicell 4890004837

distance 0.204

#17 · Jalnacell 4790002988

distance 0.204 · cross-district

#18 · Parbhanicell 4890004736

distance 0.205

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":489,"cluster_id":4890004135}}}'

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.