Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890003119

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.27

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770001037

distance 0.27 · cross-district

#2 · Hingolicell 4770004027

distance 0.31 · cross-district

#3 · Hingolicell 4770001270

distance 0.315 · cross-district

#4 · Hingolicell 4770000912

distance 0.319 · cross-district

#5 · Hingolicell 4770001507

distance 0.325 · cross-district

#6 · Hingolicell 4770001038

distance 0.354 · cross-district

#7 · Hingolicell 4770003990

distance 0.358 · cross-district

#8 · Dharashivcell 4880000122

distance 0.361 · cross-district

#9 · Parbhanicell 4890002048

distance 0.363

#10 · Bhandaracell 4710000890

distance 0.363 · cross-district

#11 · Bhandaracell 4710000926

distance 0.364 · cross-district

#12 · Parbhanicell 4890001631

distance 0.364

#13 · Hingolicell 4770001330

distance 0.371 · cross-district

#14 · Bhandaracell 4710000889

distance 0.373 · cross-district

#15 · Parbhanicell 4890001401

distance 0.373

#16 · Parbhanicell 4890001712

distance 0.377

#17 · Bhandaracell 4710001196

distance 0.382 · cross-district

#18 · Hingolicell 4770000790

distance 0.383 · 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":4890003119}}}'

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.