Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890004692

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 11 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.265

lower = more alike (weighted)

The twins, closest first

#1 · Chhatrapati Sambhajinagarcell 4690005989

distance 0.265 · cross-district

#2 · Hingolicell 4770000190

distance 0.272 · cross-district

#3 · Jalnacell 4790000781

distance 0.3 · cross-district

#4 · Parbhanicell 4890004899

distance 0.307

#5 · Jalgaoncell 4780005946

distance 0.316 · cross-district

#6 · Solapurcell 4960006411

distance 0.321 · cross-district

#7 · Buldhanacell 4720003318

distance 0.331 · cross-district

#8 · Beedcell 4700008277

distance 0.334 · cross-district

#9 · Jalgaoncell 4780001698

distance 0.335 · cross-district

#10 · Ahmednagarcell 4660000872

distance 0.341 · cross-district

#11 · Amravaticell 4680004853

distance 0.341 · cross-district

#12 · Parbhanicell 4890003799

distance 0.343

#13 · Amravaticell 4680003921

distance 0.346 · cross-district

#14 · Parbhanicell 4890002733

distance 0.346

#15 · Buldhanacell 4720007116

distance 0.348 · cross-district

#16 · Amravaticell 4680004946

distance 0.36 · cross-district

#17 · Solapurcell 4960008653

distance 0.364 · cross-district

#18 · Nashikcell 4870005700

distance 0.366 · 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":4890004692}}}'

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.