Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890005319

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.078

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890005348

distance 0.078

#2 · Hingolicell 4770002748

distance 0.108 · cross-district

#3 · Hingolicell 4770002908

distance 0.115 · cross-district

#4 · Parbhanicell 4890005349

distance 0.149

#5 · Hingolicell 4770002677

distance 0.161 · cross-district

#6 · Parbhanicell 4890005419

distance 0.172

#7 · Parbhanicell 4890004926

distance 0.191

#8 · Parbhanicell 4890005418

distance 0.198

#9 · Hingolicell 4770002466

distance 0.208 · cross-district

#10 · Hingolicell 4770002475

distance 0.211 · cross-district

#11 · Hingolicell 4770002891

distance 0.213 · cross-district

#12 · Sanglicell 4930006802

distance 0.219 · cross-district

#13 · Parbhanicell 4890004391

distance 0.222

#14 · Jalgaoncell 4780001242

distance 0.232 · cross-district

#15 · Parbhanicell 4890005435

distance 0.238

#16 · Parbhanicell 4890004925

distance 0.24

#17 · Solapurcell 4960010828

distance 0.24 · cross-district

#18 · Parbhanicell 4890005402

distance 0.242

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":4890005319}}}'

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.