Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890005322

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.118

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890005350

distance 0.118

#2 · Parbhanicell 4890005421

distance 0.257

#3 · Parbhanicell 4890005321

distance 0.282

#4 · Nagpurcell 4840007525

distance 0.301 · cross-district

#5 · Jalgaoncell 4780004274

distance 0.305 · cross-district

#6 · Sataracell 4940002881

distance 0.312 · cross-district

#7 · Gondiacell 4760001521

distance 0.319 · cross-district

#8 · Parbhanicell 4890005380

distance 0.336

#9 · Jalgaoncell 4780004159

distance 0.339 · cross-district

#10 · Jalgaoncell 4780004390

distance 0.341 · cross-district

#11 · Sataracell 4940007949

distance 0.347 · cross-district

#12 · Nagpurcell 4840000340

distance 0.347 · cross-district

#13 · Parbhanicell 4890005354

distance 0.348

#14 · Hingolicell 4770002750

distance 0.352 · cross-district

#15 · Hingolicell 4770002539

distance 0.354 · cross-district

#16 · Jalgaoncell 4780004504

distance 0.356 · cross-district

#17 · Hingolicell 4770002749

distance 0.36 · cross-district

#18 · Punecell 4900013319

distance 0.36 · 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":4890005322}}}'

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.