Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890004901

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.147

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890004239

distance 0.147

#2 · Parbhanicell 4890004229

distance 0.154

#3 · Parbhanicell 4890005389

distance 0.155

#4 · Buldhanacell 4720003795

distance 0.164 · cross-district

#5 · Akolacell 4670000185

distance 0.171 · cross-district

#6 · Buldhanacell 4720004581

distance 0.177 · cross-district

#7 · Parbhanicell 4890003762

distance 0.18

#8 · Parbhanicell 4890003961

distance 0.181

#9 · Buldhanacell 4720005816

distance 0.185 · cross-district

#10 · Amravaticell 4680001140

distance 0.185 · cross-district

#11 · Amravaticell 4680002647

distance 0.185 · cross-district

#12 · Jalnacell 4790003867

distance 0.189 · cross-district

#13 · Buldhanacell 4720005374

distance 0.195 · cross-district

#14 · Jalnacell 4790004095

distance 0.197 · cross-district

#15 · Buldhanacell 4720005747

distance 0.198 · cross-district

#16 · Amravaticell 4680004304

distance 0.198 · cross-district

#17 · Parbhanicell 4890004266

distance 0.2

#18 · Buldhanacell 4720005904

distance 0.2 · 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":4890004901}}}'

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.