Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890005389

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

0.151

lower = more alike (weighted)

The twins, closest first

#1 · Jalnacell 4790003867

distance 0.151 · cross-district

#2 · Parbhanicell 4890004229

distance 0.155

#3 · Parbhanicell 4890004901

distance 0.155

#4 · Parbhanicell 4890004239

distance 0.156

#5 · Solapurcell 4960001434

distance 0.16 · cross-district

#6 · Beedcell 4700004792

distance 0.167 · cross-district

#7 · Jalnacell 4790002499

distance 0.171 · cross-district

#8 · Chhatrapati Sambhajinagarcell 4690007044

distance 0.173 · cross-district

#9 · Parbhanicell 4890004266

distance 0.174

#10 · Solapurcell 4960001159

distance 0.175 · cross-district

#11 · Buldhanacell 4720003673

distance 0.176 · cross-district

#12 · Amravaticell 4680002647

distance 0.178 · cross-district

#13 · Jalnacell 4790002762

distance 0.181 · cross-district

#14 · Akolacell 4670000185

distance 0.182 · cross-district

#15 · Amravaticell 4680002012

distance 0.182 · cross-district

#16 · Buldhanacell 4720005374

distance 0.186 · cross-district

#17 · Jalnacell 4790002816

distance 0.186 · cross-district

#18 · Parbhanicell 4890004519

distance 0.186

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":4890005389}}}'

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.