Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890005365

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.113

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890005155

distance 0.113

#2 · Parbhanicell 4890005280

distance 0.116

#3 · Parbhanicell 4890004907

distance 0.117

#4 · Parbhanicell 4890005428

distance 0.123

#5 · Buldhanacell 4720000006

distance 0.126 · cross-district

#6 · Buldhanacell 4720000000

distance 0.129 · cross-district

#7 · Parbhanicell 4890004614

distance 0.131

#8 · Parbhanicell 4890005369

distance 0.132

#9 · Parbhanicell 4890005430

distance 0.14

#10 · Parbhanicell 4890005243

distance 0.141

#11 · Amravaticell 4680001301

distance 0.142 · cross-district

#12 · Hingolicell 4770003297

distance 0.142 · cross-district

#13 · Parbhanicell 4890005242

distance 0.144

#14 · Parbhanicell 4890004619

distance 0.145

#15 · Parbhanicell 4890005363

distance 0.146

#16 · Akolacell 4670000324

distance 0.146 · cross-district

#17 · Parbhanicell 4890005364

distance 0.149

#18 · Jalnacell 4790003329

distance 0.151 · 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":4890005365}}}'

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.