Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890003604

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

0.104

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890003540

distance 0.104

#2 · Parbhanicell 4890003191

distance 0.123

#3 · Parbhanicell 4890003115

distance 0.127

#4 · Parbhanicell 4890003114

distance 0.157

#5 · Amravaticell 4680000426

distance 0.161 · cross-district

#6 · Hingolicell 4770003647

distance 0.161 · cross-district

#7 · Parbhanicell 4890003809

distance 0.161

#8 · Washimcell 4990000997

distance 0.164 · cross-district

#9 · Hingolicell 4770003876

distance 0.166 · cross-district

#10 · Washimcell 4990002150

distance 0.166 · cross-district

#11 · Parbhanicell 4890003033

distance 0.171

#12 · Washimcell 4990000242

distance 0.172 · cross-district

#13 · Akolacell 4670004073

distance 0.175 · cross-district

#14 · Washimcell 4990000831

distance 0.175 · cross-district

#15 · Akolacell 4670004036

distance 0.177 · cross-district

#16 · Buldhanacell 4720003445

distance 0.177 · cross-district

#17 · Parbhanicell 4890003346

distance 0.178

#18 · Akolacell 4670003435

distance 0.181 · 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":4890003604}}}'

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.