Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890001104

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 4 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.239

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890001286

distance 0.239

#2 · Parbhanicell 4890001047

distance 0.262

#3 · Wardhacell 4980002743

distance 0.266 · cross-district

#4 · Wardhacell 4980003305

distance 0.294 · cross-district

#5 · Parbhanicell 4890000535

distance 0.299

#6 · Wardhacell 4980002607

distance 0.3 · cross-district

#7 · Jalgaoncell 4780001899

distance 0.302 · cross-district

#8 · Parbhanicell 4890001363

distance 0.303

#9 · Jalgaoncell 4780001680

distance 0.303 · cross-district

#10 · Jalgaoncell 4780001893

distance 0.304 · cross-district

#11 · Gondiacell 4760000033

distance 0.307 · cross-district

#12 · Parbhanicell 4890000816

distance 0.309

#13 · Parbhanicell 4890001288

distance 0.311

#14 · Gondiacell 4760000014

distance 0.314 · cross-district

#15 · Jalgaoncell 4780003778

distance 0.319 · cross-district

#16 · Jalgaoncell 4780003890

distance 0.319 · cross-district

#17 · Wardhacell 4980003250

distance 0.32 · cross-district

#18 · Parbhanicell 4890000205

distance 0.324

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":4890001104}}}'

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.