Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890002760

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 10 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.229

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890002932

distance 0.229

#2 · Jalgaoncell 4780005746

distance 0.256 · cross-district

#3 · Parbhanicell 4890002846

distance 0.28

#4 · Buldhanacell 4720006369

distance 0.29 · cross-district

#5 · Solapurcell 4960004755

distance 0.299 · cross-district

#6 · Amravaticell 4680002277

distance 0.319 · cross-district

#7 · Amravaticell 4680002170

distance 0.321 · cross-district

#8 · Laturcell 4810003163

distance 0.321 · cross-district

#9 · Wardhacell 4980000986

distance 0.328 · cross-district

#10 · Amravaticell 4680002171

distance 0.33 · cross-district

#11 · Jalgaoncell 4780005471

distance 0.335 · cross-district

#12 · Solapurcell 4960005060

distance 0.36 · cross-district

#13 · Chhatrapati Sambhajinagarcell 4690002804

distance 0.363 · cross-district

#14 · Nandedcell 4850004996

distance 0.365 · cross-district

#15 · Chhatrapati Sambhajinagarcell 4690002904

distance 0.374 · cross-district

#16 · Jalgaoncell 4780005745

distance 0.376 · cross-district

#17 · Amravaticell 4680002785

distance 0.383 · cross-district

#18 · Beedcell 4700001327

distance 0.388 · 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":4890002760}}}'

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.