Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890005420

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 9 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.277

lower = more alike (weighted)

The twins, closest first

#1 · Buldhanacell 4720005718

distance 0.277 · cross-district

#2 · Hingolicell 4770002544

distance 0.277 · cross-district

#3 · Amravaticell 4680002108

distance 0.346 · cross-district

#4 · Sataracell 4940001459

distance 0.367 · cross-district

#5 · Hingolicell 4770002824

distance 0.393 · cross-district

#6 · Hingolicell 4770001786

distance 0.394 · cross-district

#7 · Hingolicell 4770002902

distance 0.396 · cross-district

#8 · Solapurcell 4960010979

distance 0.402 · cross-district

#9 · Parbhanicell 4890004441

distance 0.412

#10 · Hingolicell 4770002751

distance 0.433 · cross-district

#11 · Buldhanacell 4720001192

distance 0.443 · cross-district

#12 · Solapurcell 4960010903

distance 0.447 · cross-district

#13 · Sanglicell 4930004487

distance 0.458 · cross-district

#14 · Sataracell 4940003258

distance 0.461 · cross-district

#15 · Wardhacell 4980004050

distance 0.467 · cross-district

#16 · Jalnacell 4790001967

distance 0.479 · cross-district

#17 · Jalnacell 4790001651

distance 0.509 · cross-district

#18 · Solapurcell 4960010898

distance 0.511 · 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":4890005420}}}'

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.