Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890004972

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 6 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.388

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890004927

distance 0.388

#2 · Nagpurcell 4840004449

distance 0.424 · cross-district

#3 · Nagpurcell 4840003748

distance 0.444 · cross-district

#4 · Hingolicell 4770001900

distance 0.445 · cross-district

#5 · Parbhanicell 4890004926

distance 0.456

#6 · Hingolicell 4770002891

distance 0.46 · cross-district

#7 · Parbhanicell 4890005349

distance 0.465

#8 · Amravaticell 4680002434

distance 0.467 · cross-district

#9 · Sataracell 4940003597

distance 0.472 · cross-district

#10 · Hingolicell 4770001678

distance 0.472 · cross-district

#11 · Parbhanicell 4890005348

distance 0.475

#12 · Hingolicell 4770001677

distance 0.479 · cross-district

#13 · Hingolicell 4770002466

distance 0.479 · cross-district

#14 · Parbhanicell 4890005319

distance 0.48

#15 · Gondiacell 4760003064

distance 0.483 · cross-district

#16 · Hingolicell 4770001785

distance 0.484 · cross-district

#17 · Gondiacell 4760002571

distance 0.484 · cross-district

#18 · Sataracell 4940005573

distance 0.488 · 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":4890004972}}}'

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.