Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890005364

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

0.106

lower = more alike (weighted)

The twins, closest first

#1 · Buldhanacell 4720000016

distance 0.106 · cross-district

#2 · Parbhanicell 4890005280

distance 0.114

#3 · Buldhanacell 4720000000

distance 0.133 · cross-district

#4 · Buldhanacell 4720003895

distance 0.141 · cross-district

#5 · Buldhanacell 4720000040

distance 0.142 · cross-district

#6 · Parbhanicell 4890005115

distance 0.144

#7 · Parbhanicell 4890004755

distance 0.145

#8 · Buldhanacell 4720004591

distance 0.146 · cross-district

#9 · Parbhanicell 4890004619

distance 0.148

#10 · Parbhanicell 4890005365

distance 0.149

#11 · Buldhanacell 4720000002

distance 0.16 · cross-district

#12 · Parbhanicell 4890005363

distance 0.16

#13 · Buldhanacell 4720006135

distance 0.16 · cross-district

#14 · Buldhanacell 4720004659

distance 0.162 · cross-district

#15 · Amravaticell 4680000617

distance 0.162 · cross-district

#16 · Jalnacell 4790003329

distance 0.164 · cross-district

#17 · Amravaticell 4680001740

distance 0.164 · cross-district

#18 · Parbhanicell 4890005369

distance 0.165

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":4890005364}}}'

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.