Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890001708

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.23

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850007051

distance 0.23 · cross-district

#2 · Amravaticell 4680003893

distance 0.238 · cross-district

#3 · Amravaticell 4680001224

distance 0.247 · cross-district

#4 · Dharashivcell 4880001128

distance 0.251 · cross-district

#5 · Hingolicell 4770002401

distance 0.262 · cross-district

#6 · Nandedcell 4850004660

distance 0.263 · cross-district

#7 · Jalnacell 4790002828

distance 0.264 · cross-district

#8 · Laturcell 4810005019

distance 0.265 · cross-district

#9 · Laturcell 4810002717

distance 0.268 · cross-district

#10 · Wardhacell 4980000976

distance 0.268 · cross-district

#11 · Parbhanicell 4890001711

distance 0.27

#12 · Nagpurcell 4840000947

distance 0.272 · cross-district

#13 · Nandedcell 4850004609

distance 0.273 · cross-district

#14 · Laturcell 4810003590

distance 0.274 · cross-district

#15 · Chhatrapati Sambhajinagarcell 4690000846

distance 0.274 · cross-district

#16 · Solapurcell 4960011885

distance 0.275 · cross-district

#17 · Jalnacell 4790000544

distance 0.275 · cross-district

#18 · Amravaticell 4680002897

distance 0.278 · 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":4890001708}}}'

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.