Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890001576

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

0.299

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960006462

distance 0.299 · cross-district

#2 · Dharashivcell 4880003422

distance 0.322 · cross-district

#3 · Beedcell 4700005953

distance 0.323 · cross-district

#4 · Ahmednagarcell 4660003217

distance 0.324 · cross-district

#5 · Laturcell 4810000846

distance 0.331 · cross-district

#6 · Chhatrapati Sambhajinagarcell 4690001118

distance 0.334 · cross-district

#7 · Jalgaoncell 4780007187

distance 0.337 · cross-district

#8 · Beedcell 4700008767

distance 0.339 · cross-district

#9 · Jalgaoncell 4780002466

distance 0.341 · cross-district

#10 · Jalgaoncell 4780007541

distance 0.343 · cross-district

#11 · Amravaticell 4680002925

distance 0.347 · cross-district

#12 · Dhulecell 4740004395

distance 0.348 · cross-district

#13 · Chhatrapati Sambhajinagarcell 4690000146

distance 0.352 · cross-district

#14 · Jalgaoncell 4780008015

distance 0.363 · cross-district

#15 · Ahmednagarcell 4660010748

distance 0.365 · cross-district

#16 · Solapurcell 4960004707

distance 0.366 · cross-district

#17 · Chhatrapati Sambhajinagarcell 4690000843

distance 0.37 · cross-district

#18 · Ahmednagarcell 4660011370

distance 0.37 · 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":4890001576}}}'

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.