Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890004261

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.187

lower = more alike (weighted)

The twins, closest first

#1 · Jalnacell 4790001067

distance 0.187 · cross-district

#2 · Hingolicell 4770000586

distance 0.192 · cross-district

#3 · Chhatrapati Sambhajinagarcell 4690000575

distance 0.195 · cross-district

#4 · Akolacell 4670000874

distance 0.196 · cross-district

#5 · Jalnacell 4790001218

distance 0.199 · cross-district

#6 · Amravaticell 4680004685

distance 0.201 · cross-district

#7 · Jalnacell 4790000787

distance 0.201 · cross-district

#8 · Hingolicell 4770000370

distance 0.202 · cross-district

#9 · Parbhanicell 4890004031

distance 0.202

#10 · Parbhanicell 4890004092

distance 0.204

#11 · Parbhanicell 4890004264

distance 0.205

#12 · Akolacell 4670000993

distance 0.207 · cross-district

#13 · Amravaticell 4680003637

distance 0.208 · cross-district

#14 · Jalnacell 4790003494

distance 0.21 · cross-district

#15 · Jalnacell 4790001367

distance 0.211 · cross-district

#16 · Parbhanicell 4890004672

distance 0.215

#17 · Jalgaoncell 4780004500

distance 0.215 · cross-district

#18 · Akolacell 4670004278

distance 0.216 · 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":4890004261}}}'

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.