Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890001162

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 8 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.332

lower = more alike (weighted)

The twins, closest first

#1 · Jalgaoncell 4780002727

distance 0.332 · cross-district

#2 · Parbhanicell 4890000976

distance 0.408

#3 · Chandrapurcell 4730006201

distance 0.438 · cross-district

#4 · Parbhanicell 4890000861

distance 0.444

#5 · Parbhanicell 4890000984

distance 0.468

#6 · Parbhanicell 4890001285

distance 0.48

#7 · Nandedcell 4850002713

distance 0.487 · cross-district

#8 · Jalgaoncell 4780002108

distance 0.493 · cross-district

#9 · Parbhanicell 4890001317

distance 0.519

#10 · Parbhanicell 4890000804

distance 0.521

#11 · Parbhanicell 4890001537

distance 0.527

#12 · Beedcell 4700008950

distance 0.53 · cross-district

#13 · Dharashivcell 4880005447

distance 0.53 · cross-district

#14 · Parbhanicell 4890001249

distance 0.534

#15 · Parbhanicell 4890001282

distance 0.535

#16 · Chhatrapati Sambhajinagarcell 4690000100

distance 0.544 · cross-district

#17 · Chandrapurcell 4730005899

distance 0.545 · cross-district

#18 · Ahmednagarcell 4660014033

distance 0.555 · 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":4890001162}}}'

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.