Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890000139

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 12 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.271

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700007968

distance 0.271 · cross-district

#2 · Buldhanacell 4720001848

distance 0.302 · cross-district

#3 · Beedcell 4700008096

distance 0.302 · cross-district

#4 · Laturcell 4810005904

distance 0.303 · cross-district

#5 · Chhatrapati Sambhajinagarcell 4690004610

distance 0.312 · cross-district

#6 · Parbhanicell 4890002733

distance 0.312

#7 · Jalgaoncell 4780000675

distance 0.316 · cross-district

#8 · Ahmednagarcell 4660008445

distance 0.32 · cross-district

#9 · Amravaticell 4680004946

distance 0.323 · cross-district

#10 · Laturcell 4810006018

distance 0.325 · cross-district

#11 · Nandedcell 4850004014

distance 0.326 · cross-district

#12 · Beedcell 4700002141

distance 0.328 · cross-district

#13 · Nagpurcell 4840006406

distance 0.329 · cross-district

#14 · Nandedcell 4850001409

distance 0.333 · cross-district

#15 · Dharashivcell 4880000335

distance 0.333 · cross-district

#16 · Sanglicell 4930002634

distance 0.335 · cross-district

#17 · Dharashivcell 4880003908

distance 0.335 · cross-district

#18 · Jalgaoncell 4780001772

distance 0.336 · 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":4890000139}}}'

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.