Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890005074

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.077

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890005368

distance 0.077

#2 · Parbhanicell 4890005031

distance 0.102

#3 · Jalnacell 4790004183

distance 0.11 · cross-district

#4 · Buldhanacell 4720000007

distance 0.113 · cross-district

#5 · Parbhanicell 4890004906

distance 0.113

#6 · Parbhanicell 4890005032

distance 0.114

#7 · Buldhanacell 4720004734

distance 0.135 · cross-district

#8 · Parbhanicell 4890004883

distance 0.138

#9 · Jalnacell 4790003583

distance 0.138 · cross-district

#10 · Buldhanacell 4720003826

distance 0.138 · cross-district

#11 · Parbhanicell 4890004755

distance 0.139

#12 · Buldhanacell 4720004958

distance 0.14 · cross-district

#13 · Jalnacell 4790002402

distance 0.14 · cross-district

#14 · Buldhanacell 4720004123

distance 0.14 · cross-district

#15 · Parbhanicell 4890004939

distance 0.141

#16 · Jalnacell 4790003668

distance 0.141 · cross-district

#17 · Parbhanicell 4890005073

distance 0.141

#18 · Buldhanacell 4720004883

distance 0.144 · 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":489,"cluster_id":4890005074}}}'

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.