Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890004486

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 8 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.129

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890004382

distance 0.129

#2 · Parbhanicell 4890004483

distance 0.133

#3 · Washimcell 4990000740

distance 0.15 · cross-district

#4 · Parbhanicell 4890004316

distance 0.151

#5 · Jalnacell 4790000646

distance 0.155 · cross-district

#6 · Beedcell 4700007157

distance 0.156 · cross-district

#7 · Parbhanicell 4890004432

distance 0.157

#8 · Buldhanacell 4720004356

distance 0.16 · cross-district

#9 · Parbhanicell 4890004383

distance 0.16

#10 · Parbhanicell 4890004531

distance 0.161

#11 · Amravaticell 4680005048

distance 0.162 · cross-district

#12 · Nagpurcell 4840005455

distance 0.163 · cross-district

#13 · Amravaticell 4680005162

distance 0.163 · cross-district

#14 · Nagpurcell 4840004581

distance 0.164 · cross-district

#15 · Parbhanicell 4890004659

distance 0.164

#16 · Akolacell 4670000551

distance 0.165 · cross-district

#17 · Jalnacell 4790000377

distance 0.165 · cross-district

#18 · Buldhanacell 4720005037

distance 0.165 · 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":4890004486}}}'

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.