Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890000986

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.399

lower = more alike (weighted)

The twins, closest first

#1 · Jalgaoncell 4780001317

distance 0.399 · cross-district

#2 · Sanglicell 4930001854

distance 0.432 · cross-district

#3 · Solapurcell 4960005452

distance 0.432 · cross-district

#4 · Ahmednagarcell 4660012821

distance 0.447 · cross-district

#5 · Jalgaoncell 4780002175

distance 0.454 · cross-district

#6 · Chandrapurcell 4730006201

distance 0.462 · cross-district

#7 · Parbhanicell 4890000985

distance 0.462

#8 · Chhatrapati Sambhajinagarcell 4690003636

distance 0.464 · cross-district

#9 · Sanglicell 4930001855

distance 0.471 · cross-district

#10 · Beedcell 4700008950

distance 0.473 · cross-district

#11 · Ahmednagarcell 4660011709

distance 0.478 · cross-district

#12 · Nagpurcell 4840001799

distance 0.499 · cross-district

#13 · Parbhanicell 4890000815

distance 0.503

#14 · Yavatmalcell 5000002203

distance 0.51 · cross-district

#15 · Solapurcell 4960002318

distance 0.51 · cross-district

#16 · Parbhanicell 4890000811

distance 0.513

#17 · Sataracell 4940000105

distance 0.518 · cross-district

#18 · Ahmednagarcell 4660009282

distance 0.519 · 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":4890000986}}}'

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.