Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890005351

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.3

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840007525

distance 0.3 · cross-district

#2 · Hingolicell 4770002674

distance 0.305 · cross-district

#3 · Parbhanicell 4890005421

distance 0.335

#4 · Nagpurcell 4840000340

distance 0.349 · cross-district

#5 · Hingolicell 4770002745

distance 0.359 · cross-district

#6 · Parbhanicell 4890005018

distance 0.398

#7 · Jalnacell 4790001648

distance 0.424 · cross-district

#8 · Parbhanicell 4890005354

distance 0.436

#9 · Parbhanicell 4890005350

distance 0.436

#10 · Nagpurcell 4840001482

distance 0.44 · cross-district

#11 · Hingolicell 4770002750

distance 0.441 · cross-district

#12 · Hingolicell 4770002673

distance 0.451 · cross-district

#13 · Parbhanicell 4890004973

distance 0.452

#14 · Gondiacell 4760001521

distance 0.452 · cross-district

#15 · Nagpurcell 4840007524

distance 0.457 · cross-district

#16 · Sataracell 4940003599

distance 0.462 · cross-district

#17 · Parbhanicell 4890005322

distance 0.465

#18 · Jalnacell 4790001420

distance 0.468 · 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":4890005351}}}'

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.