Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890000641

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 13 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.285

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800005775

distance 0.285 · cross-district

#2 · Jalnacell 4790002632

distance 0.31 · cross-district

#3 · Kolhapurcell 4800004862

distance 0.323 · cross-district

#4 · Ahmednagarcell 4660012190

distance 0.324 · cross-district

#5 · Beedcell 4700005900

distance 0.332 · cross-district

#6 · Kolhapurcell 4800005458

distance 0.336 · cross-district

#7 · Kolhapurcell 4800005835

distance 0.341 · cross-district

#8 · Nandedcell 4850005599

distance 0.349 · cross-district

#9 · Ahmednagarcell 4660006092

distance 0.35 · cross-district

#10 · Dhulecell 4740001188

distance 0.354 · cross-district

#11 · Dharashivcell 4880003454

distance 0.358 · cross-district

#12 · Solapurcell 4960000605

distance 0.36 · cross-district

#13 · Beedcell 4700005839

distance 0.364 · cross-district

#14 · Wardhacell 4980001080

distance 0.365 · cross-district

#15 · Nagpurcell 4840007065

distance 0.365 · cross-district

#16 · Laturcell 4810004425

distance 0.365 · cross-district

#17 · Chhatrapati Sambhajinagarcell 4690006872

distance 0.367 · cross-district

#18 · Sanglicell 4930000658

distance 0.369 · 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":4890000641}}}'

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.